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Model name,Model type,Accuracy,Top-3 accuracy,Macro F1-score,Samples,Mistakes,Resolution,Intermediate,MIM,Distilled,ms / sample,Parameters (M),Samples / sec,Peak GPU memory (MB),device,max_batch_size,compile,amp,single_thread,torch_version
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,61.99039349888658,28.410179,16.13153173512217,,cpu,1,false,false,false,2.7.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,290.847099609964,28.410179,3.4382326705029356,,cpu,1,false,false,true,2.7.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,39.91391425999205,28.410179,25.053919630286824,,cpu,1,true,false,false,2.7.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,23.801223051106916,28.410179,42.01464764448284,,cpu,1,true,true,false,2.7.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,3.630616264375135,28.410179,275.4353330624188,,cuda,512,false,false,false,2.7.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,1.6661011550000164,28.410179,600.2036533009847,,cuda,512,true,false,false,2.7.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,0.8088735078774789,28.410179,1236.2872442491605,,cuda,512,true,true,false,2.7.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9734856107868787,0.9953209901388609,0.946932591984274,19876,527,384,true,false,false,,28.410179,,168.61767578125,cuda,1,false,false,false,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,89.36738767666006,88.449443,11.189764252907311,,cpu,1,false,false,false,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,767.8629620900028,88.449443,1.3023157117490816,,cpu,1,false,false,true,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,93.28376135556027,88.449443,10.719979399076772,,cpu,1,true,false,false,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,69.13238831666402,88.449443,14.465000043387116,,cpu,1,true,true,false,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,7.177016006961721,88.449443,139.33367280078488,,cuda,512,false,false,false,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,4.809228156236903,88.449443,207.9335742686981,,cuda,512,true,false,false,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,2.5826369705077923,88.449443,387.20114805890904,,cuda,512,true,true,false,2.7.1+cu128
focalnet b lrf (i),FocalNet,0.9797242906017307,0.9978868987723888,0.9576346848165778,19876,403,384,true,false,false,,88.449443,,401.52099609375,cuda,1,false,false,false,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,64.91505863444117,51.023555,15.404746156532664,,cpu,1,false,false,false,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,542.7062925399514,51.023555,1.8426172936374878,,cpu,1,false,false,true,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,60.76916777554692,51.023555,16.45571326060504,,cpu,1,true,false,false,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,47.41917440777696,51.023555,21.088515616079462,,cpu,1,true,true,false,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,4.653973003732467,51.023555,214.87017634137632,,cuda,512,false,false,false,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,3.627451714270933,51.023555,275.67561990304426,,cuda,512,true,false,false,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,2.4856896446745695,51.023555,402.3028386276765,,cuda,512,true,true,false,2.7.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9756490239484806,0.9970315958945462,0.9523743989563638,19876,484,384,true,true,false,,51.023555,,260.0283203125,cuda,1,false,false,false,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,36.63597334889346,32.215531,27.295576139788945,,cpu,1,false,false,false,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,115.86037998000393,32.215531,8.631078200956942,,cpu,1,false,false,true,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,22.652179730001887,32.215531,44.145861984113644,,cpu,1,true,false,false,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,19.2270593388821,32.215531,52.010033483265985,,cpu,1,true,true,false,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,1.3720918911328304,32.215531,728.8141606713945,,cuda,512,false,false,false,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,0.9325844542970192,32.215531,1072.2889443335173,,cuda,512,true,false,false,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,0.472208848971339,32.215531,2117.707031916921,,cuda,512,true,true,false,2.7.1+cu128
mobilenet v4 l,MobileNet v4,0.9247333467498491,0.9789192996578788,0.8698557568108318,19876,1496,384,false,false,false,,32.215531,,154.1103515625,cuda,1,false,false,false,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,25.229741314429297,10.941953,39.63576112562374,,cpu,1,false,false,false,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,44.16591137996875,10.941953,22.641896629207693,,cpu,1,false,false,true,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,21.48919884888326,10.941953,46.53500612248127,,cpu,1,true,false,false,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,62.454367633343075,10.941953,16.011690421249593,,cpu,1,true,true,false,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,0.6704033479036298,10.941953,1491.6393289607342,,cuda,512,false,false,false,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,0.5811224926041328,10.941953,1720.8075968954297,,cuda,512,true,false,false,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,0.3667443931770246,10.941953,2726.6947187310043,,cuda,512,true,true,false,2.7.1+cu128
regnet y 1 6g,RegNet,0.9336888710002013,0.9819380156973234,0.8802908374147088,19876,1318,256,false,false,false,,10.941953,,60.15380859375,cuda,1,false,false,false,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,51.27806688443849,38.790491,19.5015151849157,,cpu,1,false,false,false,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,403.25559999997495,38.790491,2.479816771298556,,cpu,1,false,false,true,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,33.26112496555046,38.790491,30.06512861593617,,cpu,1,true,false,false,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,40.53642091000155,38.790491,24.6691734877183,,cpu,1,true,true,false,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,3.9102406560646665,38.790491,255.73873527426755,,cuda,512,false,false,false,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,3.7783215413022244,38.790491,264.6677867589171,,cuda,512,true,false,false,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,2.2106554029035883,38.790491,452.3545364359134,,cuda,512,true,true,false,2.7.1+cu128
regnet y 8g (i),RegNet,0.967750050311934,0.9940631917890924,0.9351102754454361,19876,641,384,true,false,false,,38.790491,,252.2021484375,cuda,1,false,false,false,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,90.3345632300059,304.026307,11.069959982579912,,cpu,1,false,false,false,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,1290.5316141400544,304.026307,0.7748744695931761,,cpu,1,false,false,true,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,100.57067999889517,304.026307,9.94325582775204,,cpu,1,true,false,false,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,67.93046316445624,304.026307,14.720935989778992,,cpu,1,true,true,false,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,3.654385917799535,304.026307,273.6437865331266,,cuda,512,false,false,false,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,3.556014844726481,304.026307,281.2136742013284,,cuda,512,true,false,false,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,2.0366849921485177,304.026307,490.9939454825023,,cuda,512,true,true,false,2.7.1+cu128
vit l16 (mim),ViT,0.9364560273696921,0.9795230428657677,0.8890892510427465,19876,1263,256,false,true,false,,304.026307,,1182.3896484375,cuda,1,false,false,false,2.7.1+cu128
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