CoLLM - CVPR'25
Collection
Paper/Models/Datasets for CoLLM @ CVPR'25
•
4 items
•
Updated
target
stringlengths 10
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| candidate
stringlengths 10
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| captions
sequencelengths 1
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| is_refined
bool 2
classes |
---|---|---|---|
B0084Y8XIU
|
B005X4PL1G
|
[
"is shiny and silver with shorter sleeves",
"fit and flare"
] | false |
B00AKLK08G
|
B008XODTD0
|
[
"is grey with black design",
"is a light printed short dress"
] | false |
B00CMPE0C0
|
B00BPYP69K
|
[
"is shorter, sleeveless, and has a geometric diamond pattern in shades of blue and white."
] | true |
B007U6KROG
|
B00FQANLX2
|
[
"thin straps, a floral pattern with red, yellow and green colors, and a longer length that reaches the floor."
] | true |
B004KHOPDW
|
B00CL14N3Q
|
[
"is longer, has ruched detailing, and is a solid dark green color."
] | true |
B007UYY43I
|
B000WIRE54
|
[
"a sheer overlay with sequin embellishments and shorter sleeves."
] | true |
B00A0I6GSC
|
B009KQVCAM
|
[
"its blue with higher neckline",
"is more blue and higher at the neckline"
] | false |
B0091PLEKA
|
B009CMY4BS
|
[
"is knee-length with a geometric pattern and cap sleeves."
] | true |
B00F5DPMIM
|
B00FHFMMMW
|
[
"is a sleeveless, multi-colored striped dress with red, yellow, green, and blue horizontal stripes."
] | true |
B008MNM7Y4
|
B009DI5YSS
|
[
"Is more black and elegant",
"is solid black and has shorter sleeves"
] | false |
B0077SM1Z0
|
B00F4WI9H0
|
[
"is sleeveless, floor-length, and has an ombre effect transitioning from navy blue at the top to a lighter blue shade at the bottom."
] | true |
B00C0X5FG4
|
B00DH06JSW
|
[
"is white with black polka dots",
"is not see through"
] | false |
B004JU0AF2
|
B005GYSR64
|
[
"is a solid color with square neckline",
"the dress is brown with straps"
] | false |
B005OOUCLE
|
B008YIZM80
|
[
"a black and white floral pattern with a scoop neckline."
] | true |
B009S5XX0M
|
B007GB2BZI
|
[
"a blue floral print pattern and short sleeves."
] | true |
B00DC6UJ0K
|
B004VJ217Q
|
[
"a checkered pattern and is sleeveless."
] | true |
B008P3DTZC
|
B0061IXDTU
|
[
"is a sleeveless leopard print pattern with a plunging neckline."
] | true |
B007H3JJHI
|
B007B6WEA0
|
[
"is a sleeveless white top and a long green skirt."
] | true |
B003ZUWZ3M
|
B00499DHK8
|
[
"has longer sleeves and has stripes",
"has a higher neckline with sleeves"
] | false |
B006ZKN7UY
|
B00BFGBJ3K
|
[
"a simple, flowing design without any patterns or embellishments, against a plain background."
] | true |
B00AIBYV1K
|
B008UEW5RO
|
[
"a sheer, flowing skirt and a more revealing back."
] | true |
B007WA2VB2
|
B008BHSG82
|
[
"Has a darker long skirt and lighter top.",
"is gray and fitted at waist"
] | false |
B0089CNC92
|
B006CR1XG0
|
[
"is lighter blue with a floral pattern, has spaghetti straps, and a V-neckline."
] | true |
B005SMZW7Q
|
B00BQVAVRY
|
[
"is shorter with longer sleeves",
"is shorter has three quarter length sleeves"
] | false |
B008PZ0Y62
|
B007G6BODI
|
[
"is solid black, sleeveless, and has a ruffled hem."
] | true |
B00A0TSV2U
|
B00466ICP4
|
[
"is black with no straps and red designs",
"shorter"
] | false |
B008CPJIWG
|
B005AQCKBQ
|
[
"is sleeveless and has a black and white color block design, with the white section on the top half."
] | true |
B00A846WGO
|
B00AHHR22A
|
[
"a gold metallic top and a black asymmetric bottom with a high-low hemline."
] | true |
B0097JDP3Y
|
B00B7WGMXE
|
[
"is light blue in color",
"has more blue"
] | false |
B001VZ6H5U
|
B00EXMSRW4
|
[
"is sleeveless with a deep V-neckline and a white base with a black printed pattern. It is worn on a beach with the ocean visible in the background."
] | true |
B005KMQQFQ
|
B005QYY5W4
|
[
"is red and longer",
"is red and is much longer"
] | false |
B003ZJ6GCO
|
B00G6TRZE8
|
[
"is a solid black, floor-length gown with a plunging neckline, thin straps, and a fitted silhouette that hugs the figure."
] | true |
B00CRWGE5E
|
B008RJZTD4
|
[
"is black and white checkered with short sleeves and a fitted silhouette."
] | true |
B00997L4QE
|
B00FXZX2I4
|
[
"is solid red",
"is red."
] | false |
B005H6XSQA
|
B005DWYMPO
|
[
"has one shoulder strap and grey",
"has one shoulder strap"
] | false |
B008N2O3NW
|
B00B53A556
|
[
"is pink, has long sleeves, and a floor-length skirt."
] | true |
B0076ZYQ6G
|
B0054DKVWK
|
[
"an asymmetrical hemline and is sleeveless."
] | true |
B00C67CQDO
|
B00B3PUKMY
|
[
"is knee-length with a geometric print pattern in shades of blue and white."
] | true |
B00CFYDMM2
|
B00DU6GJJC
|
[
"has a u shaped neck with sleeves",
"is black and patterned"
] | false |
B00C93VT5G
|
B009PXRLIW
|
[
"is orange with thinner straps",
"is not patterned and orange"
] | false |
B008A1X87S
|
B0082BBVI4
|
[
"is pink and strapless",
"is bright pink colored"
] | false |
B00B59UOBU
|
B00DOS53RA
|
[
"is now a long, black maxi dress with spaghetti straps."
] | true |
B005GQPE4K
|
B00B923WCQ
|
[
"is now a one-shoulder, floor-length purple gown with a thigh-high slit."
] | true |
B006XZAOR0
|
B00BOPQZ86
|
[
"needs navy blue dress with shoulder straps",
"is blue with straps"
] | false |
B00AWM67OE
|
B00967AMPG
|
[
"less full skirt with slit to thigh",
"has a slit and is more form fitting"
] | false |
B008YIGWOS
|
B002OEYH3Q
|
[
"Has long sleeves and patterned",
"is in brownish coloring."
] | false |
B006330SY6
|
B002XUY8SA
|
[
"this white maxi looks long and casual",
"is longer white and has floral"
] | false |
B00BFPGAGM
|
B007ZDYK2E
|
[
"is shorter and black with lace overlay."
] | true |
B00AAOD3LO
|
B00AOJVGYQ
|
[
"is brighter in color",
"is a light floral pattern"
] | false |
B0087YZPJ2
|
B00AWKKHOC
|
[
"is darker and longer",
"is plain black with waterfall hem and is more dressy"
] | false |
B00CFEVLBQ
|
B0043D2HME
|
[
"is sleeveless, has a V-neckline, and is made of a shiny, metallic-looking fabric."
] | true |
B00B5VXRTO
|
B00A7N4DC6
|
[
"is a short dress with a v neck",
"is a tan coloring with fabric overlapping on top."
] | false |
B007ORZ1PG
|
B0092QK9AY
|
[
"is solid nude color",
"has straps instead of long sleeves and has two colors"
] | false |
B008E7IA0I
|
B00BAHX7Z2
|
[
" with a black",
"is longer and blue and black"
] | false |
B00CF2X97M
|
B00CL0VWTA
|
[
"a polka dot pattern and is form-fitting with short sleeves."
] | true |
B00AXDA432
|
B000S5FE7G
|
[
"a flowy, draped skirt and is made of a sheer, lightweight fabric."
] | true |
B004RFFHJI
|
B00BG3NQE2
|
[
"is gold maxi dress",
"is yellow and longer"
] | false |
B009NXZXDO
|
B00CH8U9BI
|
[
"is strapless with black diagonal stripes across the bodice."
] | true |
B0052B66GY
|
B008VIR88U
|
[
"is solid black",
"is long"
] | false |
B0097C8UAO
|
B0081JJ9FO
|
[
"is strapless and has a shiny black texture with sequins or beads."
] | true |
B002TKJL40
|
B001HK23KM
|
[
" and black",
"the shoulder straps more resemble a crop top."
] | false |
B00DC0XN0O
|
B0066NI17E
|
[
"is longer and has more pink",
"is pink with sleeves"
] | false |
B00B1AVTWG
|
B0094QX5SK
|
[
"a high neckline and a black belt at the waist."
] | true |
B005J92XW0
|
B007MLVQ1C
|
[
"is grey with vertical designs",
"is darker in color"
] | false |
B00ASIH0ZC
|
B00B2JJ15S
|
[
"has shorter sleeves and is straight",
"is grey and belt-less"
] | false |
B007PAD51E
|
B004VLI08S
|
[
"is less party like",
"has a white bodice and grey skirt"
] | false |
B0091WZCE2
|
B00FZ00I7U
|
[
"appears to be made of a lightweight, flowy fabric and has a shorter hemline above the knees."
] | true |
B00D3F80NI
|
B006PA7Q4M
|
[
"knee length sleeved purple and red dress",
"longer"
] | false |
B00AHFXVUO
|
B00E00SG7K
|
[
"has green top and multi-colored striped bottom",
"is strapless"
] | false |
B004SIUT1A
|
B007B98014
|
[
"is now one-shoulder with a draped fabric detail, and the woman has blonde hair."
] | true |
B0095JQU2E
|
B006361YUA
|
[
"is white and strapless",
"Is white"
] | false |
B002FOR462
|
B004OLGO24
|
[
"is shorter with thin spaghetti straps and is black in color."
] | true |
B00CVTMGTG
|
B00B08494E
|
[
"a sleeveless, strapless design and a longer length with a circular, paisley-like pattern in shades of green and gold."
] | true |
B0094GWN38
|
B008596XXG
|
[
"is white and less revealing",
"is white and same length all around bottom"
] | false |
B00DS1XAXM
|
B0047MEZNK
|
[
"is more of headwear",
"is a zebra head and not a dress"
] | false |
B00B5P4VG8
|
B002Z7FONO
|
[
"is sleeveless with a V-neckline and has a fitted bodice with ruched detailing."
] | true |
B00BU5GGXE
|
B007W9ZSEA
|
[
"a black skirt portion and a pink floral print top portion."
] | true |
B00B1G5SPY
|
B00B5KMPA2
|
[
"is longer with no straps",
"is much longer and dark"
] | false |
B0038HFFXY
|
B002TKJL40
|
[
"shorter sleeves and a shorter length."
] | true |
B006ZR2U8W
|
B007Y37P22
|
[
"more revealing and shorter in length",
"is more strappy and emerald"
] | false |
B0095WSNZ8
|
B0054N0S6E
|
[
"a black and white paisley pattern and is sleeveless."
] | true |
B006ZUSYN4
|
B00A8CDCD2
|
[
"a high slit on one side, and the model is wearing a tiara or headpiece."
] | true |
B001BFYXZG
|
B003XQG930
|
[
"has collars",
"empire waist"
] | false |
B002XW6XZE
|
B002EAJ79E
|
[
"is green with flowers",
"is longer and more colorful"
] | false |
B00DV3WRA4
|
B00DQHXEO8
|
[
"shorter sleeves and chevron striped",
"has chevron pattern"
] | false |
B000RL3V58
|
B00740W2VY
|
[
"Is longer and more Asian-inspired",
"is longer and shiny black"
] | false |
B0097BCW4U
|
B008BHCS2C
|
[
"Is more casual and pink",
"pink empire waist"
] | false |
B009SPZ72E
|
B007SOULGY
|
[
"has short sleeves",
"has a peasant neckline and short sleeves"
] | false |
B00BGK4I3S
|
B008E7IA12
|
[
"is green pattern and lightly pleated",
"has a floral print that is harder to see."
] | false |
B00DVG348U
|
B00BT8N1DK
|
[
"a fitted waistline with a belt and flared skirt, and the sleeves are 3/4 length."
] | true |
B00D4JNBC8
|
B008LTJG3E
|
[
"a white open-toed sandal with a geometric cutout pattern and a chunky heel."
] | true |
B006R3CSGS
|
B008RMIF5A
|
[
" and handkerchief hemline",
"is more blue and longer"
] | false |
B0033VBAKC
|
B004OHYU4M
|
[
"is shorter, black in color, and has ruffled layers."
] | true |
B001FWNNC4
|
B0030IMZ1G
|
[
"has longer sleeves and lighter in color",
"is solid colors with short sleeves."
] | false |
B005OBAGD6
|
B006U07GW4
|
[
"Is a short blue v neck sleeveless dress",
"has sleeves and is a solid brighter color blue"
] | false |
B002EANP9W
|
B006330SY6
|
[
"brown and flowers thin scrapes and look very casual",
"is darker and shorter"
] | false |
B0091GR192
|
B00AWKKHOC
|
[
"is sleeveless, green in color, and has multiple tiers or ruffles."
] | true |
B0087PLHB6
|
B005FLWZCA
|
[
"is sleeveless with a single shoulder strap and is white in color."
] | true |
B0096MMWXG
|
B008LTJG3E
|
[
"a colorful tropical floral print with shades of pink, green, and yellow."
] | true |
B00BG5R3KS
|
B004QL3YBG
|
[
"is light pink in color and has a puffy, ruffled skirt."
] | true |
[Project Page] [Code]
Refined Fashion-IQ benchmark from the paper. Please refer to Fashion-IQ to obtain the full dataset.
Accepted at CVPR 2025
Work is a part of Summer Internship 2024 at Amazon
Please refer to our paper for details.
If you find CoLLM useful in your research, please cite the following paper:
@InProceedings{huynh2025collm,
author = {Huynh, Chuong and Yang, Jinyu and Tawari, Ashish and Shah, Mubarak and Tran, Son and Hamid, Raffay and Chilimbi, Trishul and Shrivastava, Abhinav},
title = {CoLLM: A Large Language Model for Composed Image Retrieval},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year = {2025}
}