Datasets:
Dataset Viewer
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1013_2025-04-24 12:08:21.285433 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of cashewDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_1013_2025-04-24%2012%3A08%3A21.285433?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A25Z%2F-1%2F%2F7b330c4d0f4bd1e81d3f2d7bdb6241b568e1c19b7787ea557160854f5b84e2f0 | [
"bad",
"good"
] | bad |
925_2025-04-24 12:08:10.534314 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_925_2025-04-24%2012%3A08%3A10.534314?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A26Z%2F-1%2F%2Fb073dc2eda8ff44ba41586e7a08b245b2c0316df7b01df61cf3d51d0f5efa837 | [
"ko",
"ok"
] | ok |
890_2025-04-24 12:08:06.780047 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_890_2025-04-24%2012%3A08%3A06.780047?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A27Z%2F-1%2F%2Fbc75a0acb8d8bb24ec24e80d6e8dac7bd3ec2176213461c2e0e9c80deed7f190 | [
"ko",
"ok"
] | ok |
576_2025-04-24 12:07:29.666179 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of cashewDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_576_2025-04-24%2012%3A07%3A29.666179?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A27Z%2F-1%2F%2F86b3636f7c59768f2dc65f5fd0665940315b7517937985db63619d6040672c10 | [
"bad",
"good"
] | bad |
612_2025-04-24 12:07:35.175537 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of fryumDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_612_2025-04-24%2012%3A07%3A35.175537?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A28Z%2F-1%2F%2Ff39e508ea4322e4f00e2417891b118b47ab007c7bbc535575e8d2ef949309bb7 | [
"bad",
"good"
] | bad |
864_2025-04-24 12:08:03.809921 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 02DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_864_2025-04-24%2012%3A08%3A03.809921?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A29Z%2F-1%2F%2F4d3eefdbf5294fb5ec798f40593e62b6e2bc168e47f13c014c6bf0ef61ebc847 | [
"ko",
"ok"
] | ok |
1011_2025-04-24 12:08:20.806428 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb2DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_1011_2025-04-24%2012%3A08%3A20.806428?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A29Z%2F-1%2F%2Fa7deb7d8bf519225090c4b88b3b0ed79e0da11b00456d50a9295465f16e17219 | [
"bad",
"good"
] | bad |
988_2025-04-24 12:08:17.793978 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of capsulesDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_988_2025-04-24%2012%3A08%3A17.793978?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A30Z%2F-1%2F%2F632d2115ccf7c1a21ca62ad72fc228f4ca6ca800d4ce5ac90ebc0189f9d17c8e | [
"bad",
"good"
] | bad |
261_2025-04-24 12:06:52.882770 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of capsulesDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_261_2025-04-24%2012%3A06%3A52.882770?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A31Z%2F-1%2F%2F2fc480122657a7d741a3ff022dc4afc34a3e633ef25da72b20c67a48bd9c0bc3 | [
"bad",
"good"
] | bad |
211_2025-04-24 12:06:47.638249 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of screwDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['good', 'manipulated_front', 'scratch_head', 'scratch_neck', 'thread_side', 'thread_top'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_211_2025-04-24%2012%3A06%3A47.638249?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A31Z%2F-1%2F%2Fdd048d84a15f4e0d00feffb9e0319d1285d8576c79958e05d884a79c47027f70 | [
"good",
"manipulated_front",
"scratch_head",
"scratch_neck",
"thread_side",
"thread_top"
] | manipulated_front |
256_2025-04-24 12:06:52.413796 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of bottleDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['broken_large', 'broken_small', 'contamination', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_256_2025-04-24%2012%3A06%3A52.413796?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A32Z%2F-1%2F%2F4fe04006de53d7302d400f1dc6bb0d54f91f838e42f2db730b6240d5905dd36f | [
"broken_large",
"broken_small",
"contamination",
"good"
] | broken_small |
402_2025-04-24 12:07:07.403373 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of macaroni2DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_402_2025-04-24%2012%3A07%3A07.403373?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A32Z%2F-1%2F%2F510323366f2179222d4e66b664ea67dbbeec83c497789edf7590305005dbb661 | [
"bad",
"good"
] | good |
892_2025-04-24 12:08:06.981124 | Manufacture | Detail | ISP-AD | ## Role
You are an expert in Manufacture industry and ready for the task of ASMDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['area', 'good', 'points'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_892_2025-04-24%2012%3A08%3A06.981124?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A32Z%2F-1%2F%2Fedb2c7d69631bba7828259938f42fbcc7bb60def275ac3750ba7dc1002132643 | [
"area",
"good",
"points"
] | area |
217_2025-04-24 12:06:48.375115 | Manufacture | Detail | ISP-AD | ## Role
You are an expert in Manufacture industry and ready for the task of ASMDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['area', 'good', 'points'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_217_2025-04-24%2012%3A06%3A48.375115?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A33Z%2F-1%2F%2F2a6c083f7deb8056580da755b30b2b04cfc5c7f225f0fa9b515ae55e3663c135 | [
"area",
"good",
"points"
] | points |
821_2025-04-24 12:07:59.042844 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of gridDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent', 'broken', 'glue', 'good', 'metal_contamination', 'thread'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_821_2025-04-24%2012%3A07%3A59.042844?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A33Z%2F-1%2F%2F74c61996ba3903f0645abda62a4e35b308d45e6f5e2a00661ffe0bc4dc96d2ca | [
"bent",
"broken",
"glue",
"good",
"metal_contamination",
"thread"
] | glue |
589_2025-04-24 12:07:31.743633 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb3DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_589_2025-04-24%2012%3A07%3A31.743633?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A34Z%2F-1%2F%2Fae79dc0852e1718837468010ceaed63c2db39e9caec56fdb5af7a46cd3899c59 | [
"bad",
"good"
] | bad |
758_2025-04-24 12:07:52.199834 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb3DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_758_2025-04-24%2012%3A07%3A52.199834?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A34Z%2F-1%2F%2Fa5d5a0cefe7dfdd002cedc1bd3d3ff9a2a3304a3975938ed850a6df02170f876 | [
"bad",
"good"
] | bad |
994_2025-04-24 12:08:18.906788 | Manufacture | Detail | MVTec-AD-2 | ## Role
You are an expert in Manufacture industry and ready for the task of wallplugsDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_994_2025-04-24%2012%3A08%3A18.906788?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A36Z%2F-1%2F%2F206409268742e972bd0060d7a13941509284205eba01233e3dce590489742f75 | [
"bad",
"good"
] | bad |
820_2025-04-24 12:07:58.860493 | Manufacture | Detail | ITD | ## Role
You are an expert in Manufacture industry and ready for the task of type10cam2DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['anomaly', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_820_2025-04-24%2012%3A07%3A58.860493?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A36Z%2F-1%2F%2F650407df431e3a10046aef0d90f0441275e41286d9743734a7cd569dc2ac8051 | [
"anomaly",
"good"
] | anomaly |
508_2025-04-24 12:07:19.278276 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_508_2025-04-24%2012%3A07%3A19.278276?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A37Z%2F-1%2F%2Fe1bc23519735afe6221c90fd647bb8db67f30b0c9c5740a68ac4fb8f423b1232 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
610_2025-04-24 12:07:34.837330 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of screwDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['good', 'manipulated_front', 'scratch_head', 'scratch_neck', 'thread_side', 'thread_top'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_610_2025-04-24%2012%3A07%3A34.837330?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A37Z%2F-1%2F%2F50d1fb71954bebfc4d778fb8e3118b82c1cf7f2a98a128607c8e1172d4d0acdd | [
"good",
"manipulated_front",
"scratch_head",
"scratch_neck",
"thread_side",
"thread_top"
] | thread_top |
534_2025-04-24 12:07:22.526432 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb1DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_534_2025-04-24%2012%3A07%3A22.526432?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A38Z%2F-1%2F%2F959c06811e9c8b1ea5447bf2983f2a61550bb8fd81a57aee9066e7165a52305b | [
"bad",
"good"
] | bad |
379_2025-04-24 12:07:05.086996 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_379_2025-04-24%2012%3A07%3A05.086996?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A38Z%2F-1%2F%2F9f53b1e55a17c2843ceb5bdd7f2ec1506ef37aabc7645eedd3f5225aedb87ccb | [
"ko",
"ok"
] | ok |
779_2025-04-24 12:07:54.304204 | Manufacture | Detail | MVTec-AD-2 | ## Role
You are an expert in Manufacture industry and ready for the task of wallplugsDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_779_2025-04-24%2012%3A07%3A54.304204?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A39Z%2F-1%2F%2F2ff0f98e9e46a0f63b26f94561391846338c8082600bb1e5c2f99d15f97f6f17 | [
"bad",
"good"
] | bad |
340_2025-04-24 12:07:01.063740 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of cableDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_wire', 'cable_swap', 'combined', 'cut_inner_insulation', 'cut_outer_insulation', 'good', 'missing_cable', 'missing_wire', 'poke_insulation'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_340_2025-04-24%2012%3A07%3A01.063740?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A40Z%2F-1%2F%2F34dee0a4536570a2ba5f64fcecfe62e5ec48f5a171a7a7011652f14706a88160 | [
"bent_wire",
"cable_swap",
"combined",
"cut_inner_insulation",
"cut_outer_insulation",
"good",
"missing_cable",
"missing_wire",
"poke_insulation"
] | combined |
991_2025-04-24 12:08:18.222702 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of capsulesDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_991_2025-04-24%2012%3A08%3A18.222702?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A41Z%2F-1%2F%2Ff6c1d45ec37778cb315eb4815bfc340907860576ce3343b5dcf3a470aefc7ed5 | [
"bad",
"good"
] | bad |
799_2025-04-24 12:07:56.559951 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb1DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_799_2025-04-24%2012%3A07%3A56.559951?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A41Z%2F-1%2F%2Feafdde19f5ff5cca49b859b729f91f617f68e88744409e0fe9bb64241ca77b58 | [
"bad",
"good"
] | bad |
573_2025-04-24 12:07:29.053676 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of screwDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['good', 'manipulated_front', 'scratch_head', 'scratch_neck', 'thread_side', 'thread_top'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_573_2025-04-24%2012%3A07%3A29.053676?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A42Z%2F-1%2F%2F76d174229acc6757d458996123c1c6dade57b30460b4c5882dcba2b20fa50a54 | [
"good",
"manipulated_front",
"scratch_head",
"scratch_neck",
"thread_side",
"thread_top"
] | manipulated_front |
623_2025-04-24 12:07:36.546639 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_623_2025-04-24%2012%3A07%3A36.546639?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A42Z%2F-1%2F%2F728b697d530a9f1ee510bf3df135c4817b5f92c4edd139b47121f8189aa7e863 | [
"ko",
"ok"
] | ok |
560_2025-04-24 12:07:27.425758 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb1DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_560_2025-04-24%2012%3A07%3A27.425758?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A43Z%2F-1%2F%2F3635ff599baa5a95f9a0dd2eecc5cd03530a9fef47584c44b2a776e828af739e | [
"bad",
"good"
] | bad |
590_2025-04-24 12:07:31.788524 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of transistorDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_lead', 'cut_lead', 'damaged_case', 'good', 'misplaced'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_590_2025-04-24%2012%3A07%3A31.788524?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A44Z%2F-1%2F%2F47681e5d80bfc6c0b1197853c77b2fb282d6a94c9036cc9b923bf8fd98805bd3 | [
"bent_lead",
"cut_lead",
"damaged_case",
"good",
"misplaced"
] | good |
16_2025-04-24 12:06:22.914023 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of fryumDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_16_2025-04-24%2012%3A06%3A22.914023?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A44Z%2F-1%2F%2F9f0eba29c50dfe462a080abc30764cb91b24b995971ba83a718d3dc871b1bb47 | [
"bad",
"good"
] | bad |
1019_2025-04-24 12:08:21.934481 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of transistorDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_lead', 'cut_lead', 'damaged_case', 'good', 'misplaced'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_1019_2025-04-24%2012%3A08%3A21.934481?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A46Z%2F-1%2F%2F0f97c12e93db4ac1ebbb7e13e7b515fcfeddbba4c30a5f7507dc05aa802bad61 | [
"bent_lead",
"cut_lead",
"damaged_case",
"good",
"misplaced"
] | good |
829_2025-04-24 12:08:00.098997 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of candleDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_829_2025-04-24%2012%3A08%3A00.098997?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A46Z%2F-1%2F%2F72d33a82b04a7396b18c2ab2af3b53d20d70cd1c430264b34beca5bec1d09405 | [
"bad",
"good"
] | bad |
1009_2025-04-24 12:08:20.561349 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of screwDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['good', 'manipulated_front', 'scratch_head', 'scratch_neck', 'thread_side', 'thread_top'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_1009_2025-04-24%2012%3A08%3A20.561349?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A47Z%2F-1%2F%2Fc2b62af74def45555d6370109b3bf00d3b24a4b935b14e51d3780d4903585c6a | [
"good",
"manipulated_front",
"scratch_head",
"scratch_neck",
"thread_side",
"thread_top"
] | manipulated_front |
862_2025-04-24 12:08:03.608607 | Manufacture | Detail | ITD | ## Role
You are an expert in Manufacture industry and ready for the task of type7cam2DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['anomaly', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_862_2025-04-24%2012%3A08%3A03.608607?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A47Z%2F-1%2F%2F0c5c9e5e4f2b0f351db11a5d0341cceed94f0540ab803784028be5463a3c3b19 | [
"anomaly",
"good"
] | anomaly |
177_2025-04-24 12:06:43.840056 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_177_2025-04-24%2012%3A06%3A43.840056?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A47Z%2F-1%2F%2F1ae8355b63eecf3a4c60d69b0df9d3c2d2182ea0638d4b96b4ab45d233cd7045 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
652_2025-04-24 12:07:39.927734 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of fryumDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_652_2025-04-24%2012%3A07%3A39.927734?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A48Z%2F-1%2F%2F139f5e7cd0c8b7c67137e9e51b5bfc5eb16db3318383fcb36cceeb924b18e5bc | [
"bad",
"good"
] | bad |
884_2025-04-24 12:08:06.177683 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_884_2025-04-24%2012%3A08%3A06.177683?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A48Z%2F-1%2F%2Fd73b70b5ec99d7444e649cd4262d504b7f70db4018d473064ac9e3a50868ba8e | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | rolled-in_scale |
659_2025-04-24 12:07:40.597894 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_659_2025-04-24%2012%3A07%3A40.597894?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A48Z%2F-1%2F%2F7c5f33f38fa735ff29f35cdb0d72c0e0c9e8c1687ab8525a404794a0b5260699 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | rolled-in_scale |
430_2025-04-24 12:07:10.440201 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_430_2025-04-24%2012%3A07%3A10.440201?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A48Z%2F-1%2F%2F79ad6f16687740f14feb1588e316036ed73389036b1baebac5a3d608801ee33d | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
237_2025-04-24 12:06:50.560842 | Manufacture | Detail | ITD | ## Role
You are an expert in Manufacture industry and ready for the task of type6cam2DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['anomaly', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_237_2025-04-24%2012%3A06%3A50.560842?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A49Z%2F-1%2F%2F4996d87576d691092017bf0c11d84d5cd5cd30f9d0f572986c39dd59bbd8156b | [
"anomaly",
"good"
] | anomaly |
119_2025-04-24 12:06:37.225925 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of woodDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['color', 'combined', 'good', 'hole', 'liquid', 'scratch'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_119_2025-04-24%2012%3A06%3A37.225925?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A50Z%2F-1%2F%2F7b55a17b72088432e0bcd7df7f0524a002ec85f6f3387ed6c986798172054a3a | [
"color",
"combined",
"good",
"hole",
"liquid",
"scratch"
] | scratch |
937_2025-04-24 12:08:11.920677 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb2DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_937_2025-04-24%2012%3A08%3A11.920677?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A50Z%2F-1%2F%2F6392d9d00646288d7f19dc4dc88f029c77d91eed0cb397e7c3dd90f878e12514 | [
"bad",
"good"
] | bad |
486_2025-04-24 12:07:16.336797 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_486_2025-04-24%2012%3A07%3A16.336797?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A51Z%2F-1%2F%2Ff7899fa0bf75fb694e182daf0470140c2c0c0042064bf317beacc1713691dd43 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
169_2025-04-24 12:06:43.236042 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_169_2025-04-24%2012%3A06%3A43.236042?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A51Z%2F-1%2F%2F2db4deca15898724a43a3c9f81efd0116fca2ee2b554a6f53ba44be79f48043e | [
"ko",
"ok"
] | ok |
86_2025-04-24 12:06:33.413844 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of gridDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent', 'broken', 'glue', 'good', 'metal_contamination', 'thread'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_86_2025-04-24%2012%3A06%3A33.413844?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A52Z%2F-1%2F%2F0cd18b27bf0a31cf1c35e4555482f912f00ac0a07d695ed107ce21e4930a3837 | [
"bent",
"broken",
"glue",
"good",
"metal_contamination",
"thread"
] | metal_contamination |
506_2025-04-24 12:07:19.077396 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb3DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_506_2025-04-24%2012%3A07%3A19.077396?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A52Z%2F-1%2F%2Fa141a12ec249d4f2e22df3367e8a1e697f6e791b044591741cf4f648373d05eb | [
"bad",
"good"
] | bad |
85_2025-04-24 12:06:33.207556 | Manufacture | Detail | MVTec-AD-2 | ## Role
You are an expert in Manufacture industry and ready for the task of wallplugsDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_85_2025-04-24%2012%3A06%3A33.207556?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A54Z%2F-1%2F%2F72af29459cf964b735bc3609e1315777873bae5af576235f401beefbc9add7e0 | [
"bad",
"good"
] | bad |
369_2025-04-24 12:07:04.014478 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_369_2025-04-24%2012%3A07%3A04.014478?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A54Z%2F-1%2F%2Fa2b5a51259f2ee0efb1fe6e0615d5b7633cbc6439559da35bafd541414ec9f5a | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
826_2025-04-24 12:07:59.690437 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of screwDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['good', 'manipulated_front', 'scratch_head', 'scratch_neck', 'thread_side', 'thread_top'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_826_2025-04-24%2012%3A07%3A59.690437?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A55Z%2F-1%2F%2F1ab31eb61ea824bbfd26f3af29ad78e48635741dd7757e804d56fb219dd4428b | [
"good",
"manipulated_front",
"scratch_head",
"scratch_neck",
"thread_side",
"thread_top"
] | thread_top |
529_2025-04-24 12:07:21.569790 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_529_2025-04-24%2012%3A07%3A21.569790?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A55Z%2F-1%2F%2F6b8ef5654e13535ebc190485b577351a4125157e07d0095e70e203ea07f4c190 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | rolled-in_scale |
88_2025-04-24 12:06:33.614478 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_88_2025-04-24%2012%3A06%3A33.614478?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A55Z%2F-1%2F%2Fe984a3fa3e3cde54d0b34afe954fced99f64838cae1fa03d050ded457897c757 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | rolled-in_scale |
463_2025-04-24 12:07:13.968591 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_463_2025-04-24%2012%3A07%3A13.968591?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A56Z%2F-1%2F%2F5073df30ac14e16a6ce0c5db4ded01150ef31104241625c9a5d8f2a1a59505d6 | [
"ko",
"ok"
] | ok |
338_2025-04-24 12:07:00.796195 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_338_2025-04-24%2012%3A07%3A00.796195?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A57Z%2F-1%2F%2Fe10924efc7e6e49ae7ca913aa5bafb200289641a31380c58e1b60a16e5fbb1b4 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | patches |
50_2025-04-24 12:06:29.230351 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_50_2025-04-24%2012%3A06%3A29.230351?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A57Z%2F-1%2F%2Fc41e4e980e3092c9ee2264e4a9e753fd5201be6e38fc4516bb805f293793ecf8 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | patches |
355_2025-04-24 12:07:02.582345 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_355_2025-04-24%2012%3A07%3A02.582345?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A58Z%2F-1%2F%2Fefe2c2ce6fb1c488973ae42e4ccefe8799c910480e201de4bfc1336f7cbcfbd5 | [
"ko",
"ok"
] | ok |
18_2025-04-24 12:06:23.342232 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb3DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_18_2025-04-24%2012%3A06%3A23.342232?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A21%3A58Z%2F-1%2F%2F99c64f96f7e625081321ae6f14e3dba345bd751213af4336b6c2b6b29415adac | [
"bad",
"good"
] | bad |
210_2025-04-24 12:06:47.504420 | Manufacture | Detail | MVTec-AD-2 | ## Role
You are an expert in Manufacture industry and ready for the task of wallplugsDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_210_2025-04-24%2012%3A06%3A47.504420?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A00Z%2F-1%2F%2Fcf6b886e23b56e1aa16ae2b3ca11cab4756a359222459b72a422e085036a209d | [
"bad",
"good"
] | bad |
753_2025-04-24 12:07:51.597414 | Manufacture | Detail | ISP-AD | ## Role
You are an expert in Manufacture industry and ready for the task of ASMDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['area', 'good', 'points'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_753_2025-04-24%2012%3A07%3A51.597414?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A00Z%2F-1%2F%2F8ab17391bd35002d54fbad0eed2bdb770580a1b6e065e903db6024fa76839773 | [
"area",
"good",
"points"
] | area |
835_2025-04-24 12:08:00.814430 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of capsulesDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_835_2025-04-24%2012%3A08%3A00.814430?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A01Z%2F-1%2F%2F9e106eccdc422631c125b32e8de81090997ca1292ee291766f8f9be921a47ed5 | [
"bad",
"good"
] | bad |
830_2025-04-24 12:08:00.233408 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of macaroni1DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_830_2025-04-24%2012%3A08%3A00.233408?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A01Z%2F-1%2F%2F7179ce1d7ff712aa88d0c1d4b9ce6846cb2bb8761d1b86b543326fa4a7c5f3bf | [
"bad",
"good"
] | bad |
578_2025-04-24 12:07:29.911123 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of transistorDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_lead', 'cut_lead', 'damaged_case', 'good', 'misplaced'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_578_2025-04-24%2012%3A07%3A29.911123?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A02Z%2F-1%2F%2F1f5fc8ecc361c4a70c46fe7dded1e2534fc8d1c144b1b24589a21b0357976c21 | [
"bent_lead",
"cut_lead",
"damaged_case",
"good",
"misplaced"
] | damaged_case |
585_2025-04-24 12:07:31.062368 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of screwDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['good', 'manipulated_front', 'scratch_head', 'scratch_neck', 'thread_side', 'thread_top'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_585_2025-04-24%2012%3A07%3A31.062368?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A03Z%2F-1%2F%2Fcba33b6506ab85c561aa6f552a477af686e8223cf6ba0caf96e64e92d310fefb | [
"good",
"manipulated_front",
"scratch_head",
"scratch_neck",
"thread_side",
"thread_top"
] | thread_top |
706_2025-04-24 12:07:46.194274 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 02DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_706_2025-04-24%2012%3A07%3A46.194274?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A03Z%2F-1%2F%2F33364647869fe8792f766a6e1d444f3c15f3311ccbe7eea2577598f6a7562665 | [
"ko",
"ok"
] | ko |
2_2025-04-24 12:06:18.190769 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_2_2025-04-24%2012%3A06%3A18.190769?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A04Z%2F-1%2F%2Fab0d1b523e3ad919759f8e7604f6865018986e6b2ff2b04f7b15125fa32b5b4f | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
58_2025-04-24 12:06:30.228424 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of transistorDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_lead', 'cut_lead', 'damaged_case', 'good', 'misplaced'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_58_2025-04-24%2012%3A06%3A30.228424?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A04Z%2F-1%2F%2F88b0e0527bd39ef4ce40797672acc854be3407f673ab068922e0b16b1880d9ba | [
"bent_lead",
"cut_lead",
"damaged_case",
"good",
"misplaced"
] | good |
481_2025-04-24 12:07:15.866997 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_481_2025-04-24%2012%3A07%3A15.866997?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A05Z%2F-1%2F%2Ffa064e4e9706eb6c0ffbe82e775d8473b9ff76c35a9d1b5afdd08bc9c853acc2 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
715_2025-04-24 12:07:47.269637 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of screwDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['good', 'manipulated_front', 'scratch_head', 'scratch_neck', 'thread_side', 'thread_top'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_715_2025-04-24%2012%3A07%3A47.269637?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A05Z%2F-1%2F%2Fe388952648dbd4274f84e2652eb7b0b93fe2856eade8f3b23e9d49809b0357d7 | [
"good",
"manipulated_front",
"scratch_head",
"scratch_neck",
"thread_side",
"thread_top"
] | manipulated_front |
226_2025-04-24 12:06:49.490935 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_226_2025-04-24%2012%3A06%3A49.490935?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A06Z%2F-1%2F%2F17775e9fa143bcdcba1aff1a641c42e172625382550defc29f5d7155c60cb58e | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | pitted_surface |
802_2025-04-24 12:07:56.939093 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb1DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_802_2025-04-24%2012%3A07%3A56.939093?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A06Z%2F-1%2F%2Ff3dafc4bd7b9069c3bfa2e988e5d3c7febbe372de1cb16d55505de7d2a1a8df5 | [
"bad",
"good"
] | bad |
337_2025-04-24 12:07:00.729109 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of capsulesDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_337_2025-04-24%2012%3A07%3A00.729109?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A07Z%2F-1%2F%2F25e39b7d9cf1502d0dd905337fe31a1bfcf663fc1c472a74a397d97261249afc | [
"bad",
"good"
] | bad |
635_2025-04-24 12:07:37.958073 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 02DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_635_2025-04-24%2012%3A07%3A37.958073?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A07Z%2F-1%2F%2F293d623d3e2ff92b9858b23c982930f4eed0161f1081f4aeec8e73d66db4a1e0 | [
"ko",
"ok"
] | ok |
170_2025-04-24 12:06:43.369830 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of cableDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_wire', 'cable_swap', 'combined', 'cut_inner_insulation', 'cut_outer_insulation', 'good', 'missing_cable', 'missing_wire', 'poke_insulation'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_170_2025-04-24%2012%3A06%3A43.369830?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A08Z%2F-1%2F%2Fb4f96daa263b2e3a7ae96b2ddec0630d7ad1a668c2a96772c5fb2ec6e6f1163c | [
"bent_wire",
"cable_swap",
"combined",
"cut_inner_insulation",
"cut_outer_insulation",
"good",
"missing_cable",
"missing_wire",
"poke_insulation"
] | missing_wire |
734_2025-04-24 12:07:49.257896 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of cashewDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_734_2025-04-24%2012%3A07%3A49.257896?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A09Z%2F-1%2F%2Fbe2c88c47e91eaaff8d8c1fa2c9bfa2a25b4b221123191b3742324e18646e2f0 | [
"bad",
"good"
] | bad |
960_2025-04-24 12:08:14.598260 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb1DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_960_2025-04-24%2012%3A08%3A14.598260?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A09Z%2F-1%2F%2F2f4872541089e3b1b8db161b60b867b3555db6f3e573fb0db1be6b9eda739776 | [
"bad",
"good"
] | bad |
392_2025-04-24 12:07:06.271312 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of cashewDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_392_2025-04-24%2012%3A07%3A06.271312?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A10Z%2F-1%2F%2Fd475409bd734c6cb320f741f2742698e9595dd982db32b7accb80288acd1d534 | [
"bad",
"good"
] | bad |
750_2025-04-24 12:07:51.263060 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 02DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_750_2025-04-24%2012%3A07%3A51.263060?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A10Z%2F-1%2F%2F6eecdf427ec9919d5e5515a7783d9c576f40906076eff76858b0c8b6e23127a0 | [
"ko",
"ok"
] | ko |
728_2025-04-24 12:07:48.522007 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_728_2025-04-24%2012%3A07%3A48.522007?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A11Z%2F-1%2F%2F496380867919facd99f4324444acf420bcb9fa296adf52a753f7901fb0d142be | [
"ko",
"ok"
] | ok |
279_2025-04-24 12:06:54.780292 | Manufacture | Detail | ISP-AD | ## Role
You are an expert in Manufacture industry and ready for the task of ASMDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['area', 'good', 'points'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_279_2025-04-24%2012%3A06%3A54.780292?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A11Z%2F-1%2F%2F5e68f5ecc52bdf6cf41562100c8053f3bedeef7db64189980141518b111ba5db | [
"area",
"good",
"points"
] | area |
492_2025-04-24 12:07:17.073607 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of cashewDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_492_2025-04-24%2012%3A07%3A17.073607?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A12Z%2F-1%2F%2F39e6a20fc8e434f19edb9362c229bd1ac5e4a766fe319758965f85b3ec8f7785 | [
"bad",
"good"
] | bad |
44_2025-04-24 12:06:28.552646 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_44_2025-04-24%2012%3A06%3A28.552646?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A12Z%2F-1%2F%2Fd4803f4f447667a0e3308c6e7251e82e19d3b0781a6a24e472a36f6f2a869796 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | inclusion |
842_2025-04-24 12:08:01.684786 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_842_2025-04-24%2012%3A08%3A01.684786?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A13Z%2F-1%2F%2F1cfbadc0443e742f4110a921740c28642b56ac9fae60851c3b1ffc0091b1c3e9 | [
"ko",
"ok"
] | ok |
253_2025-04-24 12:06:52.078862 | Manufacture | Detail | BTAD | ## Role
You are an expert in Manufacture industry and ready for the task of 03DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['ko', 'ok'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_253_2025-04-24%2012%3A06%3A52.078862?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A13Z%2F-1%2F%2F62e0e5ffc4a1b094d075562b19ac72374b3bd117f3642e1883779dcf12492abf | [
"ko",
"ok"
] | ok |
1000_2025-04-24 12:08:19.442637 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of transistorDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_lead', 'cut_lead', 'damaged_case', 'good', 'misplaced'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_1000_2025-04-24%2012%3A08%3A19.442637?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A14Z%2F-1%2F%2Fbd410ad2083db101b0bdf28244e0a801717b869142971643e131289241cdd0fa | [
"bent_lead",
"cut_lead",
"damaged_case",
"good",
"misplaced"
] | good |
796_2025-04-24 12:07:56.225588 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_796_2025-04-24%2012%3A07%3A56.225588?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A14Z%2F-1%2F%2F31b988d892f6c3829e8f8e18e3c95fd27f1ff8d38359f69be5fa48fc63893730 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | rolled-in_scale |
611_2025-04-24 12:07:35.041480 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of bottleDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['broken_large', 'broken_small', 'contamination', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_611_2025-04-24%2012%3A07%3A35.041480?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A15Z%2F-1%2F%2F824e437ca10ffd688d26ef37fe44b47fdadafb19299043446f0e7f5ae3c6e4e4 | [
"broken_large",
"broken_small",
"contamination",
"good"
] | contamination |
460_2025-04-24 12:07:13.700290 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of transistorDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_lead', 'cut_lead', 'damaged_case', 'good', 'misplaced'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_460_2025-04-24%2012%3A07%3A13.700290?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A16Z%2F-1%2F%2F06960daffaca20b3186b721e95446aac89c4cc6034cc30d56836e33ac8c3a3ef | [
"bent_lead",
"cut_lead",
"damaged_case",
"good",
"misplaced"
] | cut_lead |
335_2025-04-24 12:07:00.527991 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of cableDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_wire', 'cable_swap', 'combined', 'cut_inner_insulation', 'cut_outer_insulation', 'good', 'missing_cable', 'missing_wire', 'poke_insulation'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_335_2025-04-24%2012%3A07%3A00.527991?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A17Z%2F-1%2F%2F9f457679bba64bfa7ba0ceab5287fb92af3ad06aeb9784f96707748caeac7fb6 | [
"bent_wire",
"cable_swap",
"combined",
"cut_inner_insulation",
"cut_outer_insulation",
"good",
"missing_cable",
"missing_wire",
"poke_insulation"
] | missing_cable |
311_2025-04-24 12:06:57.913305 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of cableDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_wire', 'cable_swap', 'combined', 'cut_inner_insulation', 'cut_outer_insulation', 'good', 'missing_cable', 'missing_wire', 'poke_insulation'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_311_2025-04-24%2012%3A06%3A57.913305?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A18Z%2F-1%2F%2Fc1c6bfdea81042cbb65a7fc16a530b18507b2947820bd75bc36dc7e0fa48456b | [
"bent_wire",
"cable_swap",
"combined",
"cut_inner_insulation",
"cut_outer_insulation",
"good",
"missing_cable",
"missing_wire",
"poke_insulation"
] | combined |
339_2025-04-24 12:07:00.930062 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of capsuleDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crack', 'faulty_imprint', 'good', 'poke', 'scratch', 'squeeze'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_339_2025-04-24%2012%3A07%3A00.930062?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A19Z%2F-1%2F%2Fc83cda69f1b04bd63a4a8525c6f1f01275100c49b65abf3abb0d08cf9c05f185 | [
"crack",
"faulty_imprint",
"good",
"poke",
"scratch",
"squeeze"
] | poke |
240_2025-04-24 12:06:50.761732 | Manufacture | Detail | MVTec-AD-2 | ## Role
You are an expert in Manufacture industry and ready for the task of vialDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_240_2025-04-24%2012%3A06%3A50.761732?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A19Z%2F-1%2F%2Fc031cbcc19581846d07a0c2fdb9fdbfbe17f079d77e9cb599649c3644303e259 | [
"bad",
"good"
] | good |
233_2025-04-24 12:06:50.226440 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of cableDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_wire', 'cable_swap', 'combined', 'cut_inner_insulation', 'cut_outer_insulation', 'good', 'missing_cable', 'missing_wire', 'poke_insulation'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_233_2025-04-24%2012%3A06%3A50.226440?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A20Z%2F-1%2F%2Fb60d99b9eb432e2fd367030a968d2f72e0d6f611b98633bb5be50d8389f30665 | [
"bent_wire",
"cable_swap",
"combined",
"cut_inner_insulation",
"cut_outer_insulation",
"good",
"missing_cable",
"missing_wire",
"poke_insulation"
] | cable_swap |
1010_2025-04-24 12:08:20.672666 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of macaroni2DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_1010_2025-04-24%2012%3A08%3A20.672666?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A21Z%2F-1%2F%2F61ab179315aee3875f3179f27f7193d13fd8849cdc5a99303a2db1aaf969e6b6 | [
"bad",
"good"
] | bad |
648_2025-04-24 12:07:39.458445 | Manufacture | Pattern | NEU-DET | ## Role
You are an expert in Manufacture industry and ready for the task of steelstripsRecogization. You should look carefully the Pattern level information, noted as identifying and localizing objects that exhibit specific structural, repetitive, or contextual patterns.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['crazing', 'inclusion', 'patches', 'pitted_surface', 'rolled-in_scale', 'scratches'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_648_2025-04-24%2012%3A07%3A39.458445?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A21Z%2F-1%2F%2Fd2dec4df2400a1af6589a464f8008017e19e5ee9b01486520f14a00671ceba03 | [
"crazing",
"inclusion",
"patches",
"pitted_surface",
"rolled-in_scale",
"scratches"
] | rolled-in_scale |
397_2025-04-24 12:07:06.867779 | Manufacture | Detail | ISP-AD | ## Role
You are an expert in Manufacture industry and ready for the task of ASMDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['area', 'good', 'points'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_397_2025-04-24%2012%3A07%3A06.867779?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A21Z%2F-1%2F%2F344cf55131a3fe85af8752bf30faa99c3114eef32ef30359ec3530c7ced5ce6a | [
"area",
"good",
"points"
] | area |
107_2025-04-24 12:06:35.780247 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb1DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_107_2025-04-24%2012%3A06%3A35.780247?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A22Z%2F-1%2F%2F7fae77ef0a5b69a1df805b9821f409e0629a2815add6b177f31fb5ef2aed5834 | [
"bad",
"good"
] | bad |
220_2025-04-24 12:06:48.777477 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of bottleDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['broken_large', 'broken_small', 'contamination', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_220_2025-04-24%2012%3A06%3A48.777477?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A22Z%2F-1%2F%2F98b7b97c3ddf8a6f806e38f4376a12cd17d5704744751eb7c17b6b0f2f4b0dff | [
"broken_large",
"broken_small",
"contamination",
"good"
] | contamination |
7_2025-04-24 12:06:20.010653 | Manufacture | Detail | MVTec-AD | ## Role
You are an expert in Manufacture industry and ready for the task of transistorDefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bent_lead', 'cut_lead', 'damaged_case', 'good', 'misplaced'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_7_2025-04-24%2012%3A06%3A20.010653?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A24Z%2F-1%2F%2F0f000808b7f1604a13b6f3f643e7e36e0b97f908d6142528015d348334b1f00c | [
"bent_lead",
"cut_lead",
"damaged_case",
"good",
"misplaced"
] | cut_lead |
904_2025-04-24 12:08:08.254366 | Manufacture | Detail | VisA | ## Role
You are an expert in Manufacture industry and ready for the task of pcb3DefeatIdentification. You should look carefully the Detail level information, noted as Fine-grained visual features appearing on the surface of objects that are independent.
## Task
You task is obsearving the image and determine whether it could be classified as one of the candidate categorie . The potential categories are ['bad', 'good'],
##Constrain
Just give me the final aswer and no other explain | https://qianfan-pm-liannan.bj.bcebos.com/vlsualicl_evalset_904_2025-04-24%2012%3A08%3A08.254366?authorization=bce-auth-v1%2FALTAKEiEm6UqqxyVIxdraWyiYK%2F2025-05-14T17%3A22%3A24Z%2F-1%2F%2Fe9e69825a423cd62f86d5ee143daf80c7fdc25193780726dd63be773d3b7c128 | [
"bad",
"good"
] | bad |
End of preview. Expand
in Data Studio
VisualFastMappingBenchmark
Abstract
Visual Fast Mapping (VFM) refers to the human ability to rapidly form new visual concepts from minimal examples based on experience and knowledge, a keystone of inductive capacity extensively studied in cognitive science. In the realm of computer vision, early endeavors tried to replicate this capability through one-shot learning methods yet achieving limited generalization. Despite the recent advancements in Visual Language Models (VLMs), this human-like capability still has not been acquired. We introduce a novel benchmark, designed to evaluate the VFM ability in realistic industrial scenarios. Our paper and accompanying code will be publicly available online soon.
Benchmark Construction
In the previous years, plenty of high-quality datasets for perception or classification tasks on various domain have been established. Our benchmark mainly focuses on four significant industries, including agriculture, manufacturing, medicine and e-commence, whose tasks require understanding of professional vertical fields. More than 30 thousands concept images from 31 datasets have been collected as the raw data. we employed a three-stage pipeline to curate candidate query images from raw data, ensuring the benchmark's difficulty, diversity, and quality. First, a difficulty filter was applied to exclude samples deemed insufficiently challenging, using five mainstream models as judge. Next, to promote diversity, we utilized a CLIP visual encoder to extract image features, followed by k-means clustering to sample 1,050 representative images per industry. Finally, a manual review ensured the clarity and answerability of the selected queries, resulting in a high-quality, diverse, and appropriately challenging dataset. After the whole process, 4,200 images of 512 concepts by 171 tasks have been collected in VFM Bench, as demonstrated in below Table.
| Industry | Dataset Num. | Task Num. | Concept Num. | Avg. Category Per Task |
|---|---|---|---|---|
| Manufacture | 8 | 1050 | 36 | 110 |
| M-Commerce | 11 | 1050 | 22 | 109 |
| Agriculture | 9 | 1050 | 11 | 48 |
| Medical | 3 | 1050 | 102 | 246 |
Dataset Files Introduction
The test.jsonl file only shows 4020 0-shot data entries. 5-shot example datas can be found in the VisualFastMappingBenchmark.zip file.
Licensing Information
The dataset is distributed under the CC BY-NC-SA 4.0 license.
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