results_eu-common.csv

Model name,Model type,Accuracy,Top-3 accuracy,Macro F1-score,Samples,Mistakes,Resolution,Intermediate,MIM,Distilled,Self-supervised learning,ms / sample,Parameters (M),Samples / sec,Peak GPU memory (MB),device,max_batch_size,compile,amp,single_thread,torch_version
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,20.669758925555534,28.363811,48.3798579171442,,cpu,1,false,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,111.1194540700006,28.363811,8.99932427106816,,cpu,1,false,false,true,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,19.947185755555537,28.363811,50.132385202333,,cpu,1,true,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,16.96106066888887,28.363811,58.958576914607,,cpu,1,true,true,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,0.75495144746094,28.363811,1324.58849289343,,cuda,512,false,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,0.6471167329557224,28.363811,1545.31624523519,,cuda,512,true,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,0.33535807376302107,28.363811,2981.88735633854,,cuda,512,true,true,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,,28.363811,,134.56494140625,cuda,1,false,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,32.26741942777773,28.363811,30.9910125362904,,cpu,1,false,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,231.6870514399998,28.363811,4.31616697517069,,cpu,1,false,false,true,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,29.16404750777773,28.363811,34.2887934102189,,cpu,1,true,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,19.29620891222206,28.363811,51.8236511922613,,cpu,1,true,true,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,1.7019206597656273,28.363811,587.571455967701,,cuda,512,false,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,1.4635532175520838,28.363811,683.268628709371,,cuda,512,true,false,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,0.7605981658854111,28.363811,1314.75468237016,,cuda,512,true,true,false,2.8.0+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,,28.363811,,153.56494140625,cuda,1,false,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,35.22143657555314,28.410179,28.3918004836319,,cpu,1,false,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,129.88777751015726,28.410179,7.69895381358573,,cpu,1,false,false,true,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,24.329422091120936,28.410179,41.1024970611592,,cpu,1,true,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,17.960376247776573,28.410179,55.6781208925841,,cpu,1,true,true,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,1.614305438671788,28.410179,619.461457568263,,cuda,512,false,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,0.7349140915884297,28.410179,1360.70325966756,,cuda,512,true,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,0.3595490424091473,28.410179,2781.26175305469,,cuda,512,true,true,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,,28.410179,,140.74365234375,cuda,1,false,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,46.76653900854409,28.410179,21.3828096155951,,cpu,1,false,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,285.4061965537289,28.410179,3.50377816625907,,cpu,1,false,false,true,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,38.161057772874344,28.410179,26.2047243541247,,cpu,1,true,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,24.58714111535539,28.410179,40.6716663522735,,cpu,1,true,true,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,3.630823514835115,28.410179,275.419610981949,,cuda,512,false,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,1.6570289342625766,28.410179,603.489763710751,,cuda,512,true,false,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,0.8137246385726268,28.410179,1228.91694880239,,cuda,512,true,true,false,2.8.0+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,,28.410179,,168.61767578125,cuda,1,false,false,false,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,46.76653900854409,28.410179,21.3828096155951,,cpu,1,false,false,false,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,285.4061965537289,28.410179,3.50377816625907,,cpu,1,false,false,true,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,38.161057772874344,28.410179,26.2047243541247,,cpu,1,true,false,false,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,24.58714111535539,28.410179,40.6716663522735,,cpu,1,true,true,false,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,3.630823514835115,28.410179,275.419610981949,,cuda,512,false,false,false,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,1.6570289342625766,28.410179,603.489763710751,,cuda,512,true,false,false,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,0.8137246385726268,28.410179,1228.91694880239,,cuda,512,true,true,false,2.8.0+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,,28.410179,,168.61767578125,cuda,1,false,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,93.96618209546473,34.492995,10.6421265363751,,cpu,1,false,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,198.6942708096465,34.492995,5.03285774635154,,cpu,1,false,false,true,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,67.40857257119676,34.492995,14.8349084078854,,cpu,1,true,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,56.534265031158355,34.492995,17.6883877317386,,cpu,1,true,true,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,2.199767970117441,34.492995,454.593399660516,,cuda,512,false,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,1.675034892253582,34.492995,597.002489097171,,cuda,512,true,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,0.8629736946234831,34.492995,1158.7838728228,,cuda,512,true,true,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,,34.492995,,159.080078125,cuda,1,false,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,134.6527246799734,34.492995,7.42651143804688,,cpu,1,false,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,454.7398747690022,34.492995,2.19905940843208,,cpu,1,false,false,true,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,102.63202421781084,34.492995,9.74354747089222,,cpu,1,true,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,72.48454004319186,34.492995,13.7960453277916,,cpu,1,true,true,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,5.80225143253907,34.492995,172.34689182754,,cuda,512,false,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,4.607020074830255,34.492995,217.060048308308,,cuda,512,true,false,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,2.3739272029191265,34.492995,421.242908700123,,cuda,512,true,true,false,2.8.0+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,,34.492995,,182.2109375,cuda,1,false,false,false,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,87.87751686888652,88.449443,11.3794749286328,,cpu,1,false,false,false,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,801.861655300015,88.449443,1.24709791694161,,cpu,1,false,false,true,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,91.39547336225702,88.449443,10.941460919365,,cpu,1,true,false,false,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,64.74730156775982,88.449443,15.4446590944562,,cpu,1,true,true,false,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,7.168479789203636,88.449443,139.499591183348,,cuda,512,false,false,false,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,4.755845650806806,88.449443,210.267547230082,,cuda,512,true,false,false,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,2.644110224428001,88.449443,378.199059464826,,cuda,512,true,true,false,2.8.0+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,,88.449443,,401.52099609375,cuda,1,false,false,false,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,65.09046445109145,51.023555,15.3632334387688,,cpu,1,false,false,false,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,562.9749332810749,51.023555,1.77627802035856,,cpu,1,false,false,true,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,60.09801771543496,51.023555,16.6394839299861,,cpu,1,true,false,false,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,47.02539792568947,51.023555,21.265104477802,,cpu,1,true,true,false,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,4.658420051006637,51.023555,214.66505575939,,cuda,512,false,false,false,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,3.611689941377947,51.023555,276.878695633124,,cuda,512,true,false,false,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,2.4753299194162515,51.023555,403.986552320196,,cuda,512,true,true,false,2.8.0+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,,51.023555,,260.0283203125,cuda,1,false,false,false,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,36.40934919214083,32.215531,27.4654730773341,,cpu,1,false,false,false,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,119.67538408935071,32.215531,8.35593725150187,,cpu,1,false,false,true,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,22.72360286985832,32.215531,44.0071059913852,,cpu,1,true,false,false,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,18.118997075750176,32.215531,55.1906927198727,,cpu,1,true,true,false,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,1.3834212755621889,32.215531,722.845613020968,,cuda,512,false,false,false,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,0.9333972909371396,32.215531,1071.3551557408,,cuda,512,true,false,false,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,0.462113439207315,32.215531,2163.97082438318,,cuda,512,true,true,false,2.8.0+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,,32.215531,,154.1103515625,cuda,1,false,false,false,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,63.22121317222204,25.18431,15.8174756513432,,cpu,1,false,false,false,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,152.09369164000006,25.18431,6.57489465353344,,cpu,1,false,false,true,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,44.469039789999904,25.18431,22.4875554930439,,cpu,1,true,false,false,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,47.15129741666688,25.18431,21.208324156241,,cpu,1,true,true,false,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,2.6003808760807297,25.18431,384.559050252358,,cuda,512,false,false,false,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,1.8150706203906237,25.18431,550.942750527684,,cuda,512,true,false,false,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,0.9778867338020927,25.18431,1022.61332057541,,cuda,512,true,true,false,2.8.0+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,,25.18431,,134.0,cuda,1,false,false,false,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,100.02335296777775,25.18431,9.997665248456,,cpu,1,false,false,false,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,355.43343653999904,25.18431,2.81346631238354,,cpu,1,false,false,true,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,51.55270179333326,25.18431,19.3976254437419,,cpu,1,true,false,false,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,45.28391883888863,25.18431,22.0828944499659,,cpu,1,true,true,false,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,5.855586637326388,25.18431,170.777082115993,,cuda,512,false,false,false,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,5.111668960742198,25.18431,195.630821886166,,cuda,512,true,false,false,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,3.215388731002602,25.18431,311.004386610569,,cuda,512,true,true,false,2.8.0+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,,25.18431,,170.0,cuda,1,false,false,false,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,35.5205361277778,31.463043,28.1527282246728,,cpu,1,false,false,false,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,132.3069968800007,31.463043,7.55817926172851,,cpu,1,false,false,true,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,28.232274716666677,31.463043,35.4204544279834,,cpu,1,true,false,false,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,23.526093388888732,31.463043,42.5059946617527,,cpu,1,true,true,false,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,1.2693942375130198,31.463043,787.777327522131,,cuda,512,false,false,false,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,0.9769578914973885,31.463043,1023.58556976012,,cuda,512,true,false,false,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,0.4402739419401057,31.463043,2271.31316378483,,cuda,512,true,true,false,2.8.0+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,,31.463043,,144.29150390625,cuda,1,false,false,false,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,47.541008913333265,31.463043,21.0344715616572,,cpu,1,false,false,false,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,274.66476547999906,31.463043,3.64080189991759,,cpu,1,false,false,true,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,32.093871361111006,31.463043,31.1585968781481,,cpu,1,true,false,false,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,26.054051824444524,31.463043,38.381746023157,,cpu,1,true,true,false,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,2.8996382310807314,31.463043,344.87060809213,,cuda,512,false,false,false,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,2.2459568120052062,31.463043,445.244536606736,,cuda,512,true,false,false,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,1.1103367373567723,31.463043,900.627680194176,,cuda,512,true,true,false,2.8.0+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,,31.463043,,156.666015625,cuda,1,false,false,false,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,25.002214496748334,10.941953,39.9964571190306,,cpu,1,false,false,false,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,45.94125059898949,10.941953,21.7669303068993,,cpu,1,false,false,true,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,21.713965733328642,10.941953,46.0533102189208,,cpu,1,true,false,false,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,63.90435933678716,10.941953,15.6483847170711,,cpu,1,true,true,false,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,0.9654994535685502,10.941953,1035.73336712303,,cuda,512,false,false,false,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,0.523589902007492,10.941953,1909.89168462934,,cuda,512,true,false,false,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,0.3650883871735763,10.941953,2739.06274516632,,cuda,512,true,true,false,2.8.0+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,,10.941953,,60.15380859375,cuda,1,false,false,false,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,49.7238329976487,38.790491,20.1110803354055,,cpu,1,false,false,false,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,417.0721242995938,38.790491,2.39766683443383,,cpu,1,false,false,true,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,33.3717822187787,38.790491,29.9654358716655,,cpu,1,true,false,false,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,39.62736129450293,38.790491,25.2350892750136,,cpu,1,true,true,false,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,3.882464967965565,38.790491,257.568325342548,,cuda,512,false,false,false,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,3.1345933854421024,38.790491,319.02064383989,,cuda,512,true,false,false,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,1.8259590855056256,38.790491,547.657397111442,,cuda,512,true,true,false,2.8.0+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,,38.790491,,252.2021484375,cuda,1,false,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,34.303569893333304,28.488539,29.1514849069497,,cpu,1,false,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,90.07442518999918,28.488539,11.1019304080003,,cpu,1,false,false,true,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,24.815673081111168,28.488539,40.297113712429,,cpu,1,true,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,58.58830915777783,28.488539,17.0682515739959,,cpu,1,true,true,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,1.485138538007813,28.488539,673.337856642933,,cuda,512,false,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,1.3435500226822934,28.488539,744.296813008553,,cuda,512,true,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,0.6035464550520802,28.488539,1656.87328892307,,cuda,512,true,true,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,,28.488539,,145.9189453125,cuda,1,false,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,47.298194529999904,28.488539,21.1424560691366,,cpu,1,false,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,190.61460279000005,28.488539,5.24618778080554,,cpu,1,false,false,true,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,32.31205403777783,28.488539,30.9482027614476,,cpu,1,true,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,63.53338920666683,28.488539,15.7397553079864,,cpu,1,true,true,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,3.3326576821875062,28.488539,300.060820931244,,cuda,512,false,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,2.8189711827473976,28.488539,354.73934821334,,cuda,512,true,false,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,1.3745266640494695,28.488539,727.523172998272,,cuda,512,true,true,false,2.8.0+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,,28.488539,,181.7978515625,cuda,1,false,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,26.130683673287024,21.394947,38.2691862372619,,cpu,1,false,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,95.59915767982625,21.394947,10.4603432108589,,cpu,1,false,false,true,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,20.764995462312875,21.394947,48.1579686263325,,cpu,1,true,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,19.51049537113352,21.394947,51.2544648907037,,cpu,1,true,true,false,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,0.96331861983041,21.394947,1038.07813885716,,cuda,512,false,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,0.7584367272647801,21.394947,1318.501549373,,cuda,512,true,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,0.40868128035071977,21.394947,2446.89455592834,,cuda,512,true,true,false,2.8.0+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,,21.394947,,105.54248046875,cuda,1,false,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,38.921737460057415,21.394947,25.6925837657229,,cpu,1,false,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,220.23530944949016,21.394947,4.5405979745012,,cpu,1,false,false,true,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,27.405271998917026,21.394947,36.4893294997954,,cpu,1,true,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,24.845762743304153,21.394947,40.2483115665063,,cpu,1,true,true,false,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,2.261360794767219,21.394947,442.211610953014,,cuda,512,false,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,1.8025782611463597,21.394947,554.760934132227,,cuda,512,true,false,false,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,0.9580158530449481,21.394947,1043.82406284991,,cuda,512,true,true,false,2.8.0+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,,21.394947,,120.22412109375,cuda,1,false,false,false,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,89.64016960235311,304.026307,11.1557129402592,,cpu,1,false,false,false,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,1349.047372487839,304.026307,0.741263813557455,,cpu,1,false,false,true,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,88.48681124004851,304.026307,11.3011191835943,,cpu,1,true,false,false,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,66.89521355554471,304.026307,14.9487526363852,,cpu,1,true,true,false,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,3.732199261991507,304.026307,267.938534307088,,cuda,512,false,false,false,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,3.533179539584423,304.026307,283.03118729076,,cuda,512,true,false,false,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,2.1038195668885833,304.026307,475.325933715379,,cuda,512,true,true,false,2.8.0+cu128
vit l16 (mim),ViT,0.9366604618403179,0.9803793328973185,0.8906318957430223,19877,1259,256,false,true,false,false,,304.026307,,1182.3896484375,cuda,1,false,false,false,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,85.65211275204359,64.551875,11.6751352403288,,cpu,1,false,false,false,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,787.3591563804082,64.551875,1.27006842035994,,cpu,1,false,false,true,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,68.51881991450965,64.551875,14.5945303968704,,cpu,1,true,false,false,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,55.54454030986473,64.551875,18.0035696473736,,cpu,1,true,true,false,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,4.197539852551323,64.551875,238.234783975234,,cuda,512,false,false,false,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,3.2346082662631153,64.551875,309.156447298418,,cuda,512,true,false,false,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,1.449563428423062,64.551875,689.862878982723,,cuda,512,true,true,false,2.8.0+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,,64.551875,,268.29833984375,cuda,1,false,false,false,2.8.0+cu128