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,20.81121915333332,28.363811,48.05100521176487,,cpu,1,false,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,108.8306288700005,28.363811,9.188589741537854,,cpu,1,false,false,true,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,16.619469064444274,28.363811,60.1703938990086,,cpu,1,true,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,14.026191084444692,28.363811,71.2951929700301,,cpu,1,true,true,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,0.7537264508593821,28.363811,1326.7412850641267,,cuda,512,false,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,0.6457035613411458,28.363811,1548.6982879929758,,cuda,512,true,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,0.3345725851823052,28.363811,2988.8880448919926,,cuda,512,true,true,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9542687528299039,0.9882779091412185,0.9153895108323024,19877,909,256,false,false,false,false,,28.363811,,135.56494140625,cuda,1,false,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,29.831681491111162,28.363811,33.52140911996417,,cpu,1,false,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,231.86144898000063,28.363811,4.312920515243807,,cpu,1,false,false,true,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,28.538693866666513,28.363811,35.040146009205074,,cpu,1,true,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,18.73199144333335,28.363811,53.384606918336836,,cpu,1,true,true,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,1.6966022504036475,28.363811,589.4133405529108,,cuda,512,false,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,1.4567974228125042,28.363811,686.4372385210514,,cuda,512,true,false,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,0.7566468207421906,28.363811,1321.6205666721835,,cuda,512,true,true,false,2.9.1+cu128
convnext v1 tiny,ConvNeXt v1,0.9680535292046083,0.9937113246465764,0.9382490166921174,19877,635,384,false,false,false,false,,28.363811,,154.56494140625,cuda,1,false,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,23.488885674444443,28.410179,42.5733265451577,,cpu,1,false,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,126.66886895000063,28.410179,7.894599583065079,,cpu,1,false,false,true,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,20.501821444444328,28.410179,48.776153997331015,,cpu,1,true,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,16.512423642222224,28.410179,60.56046172670876,,cpu,1,true,true,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,1.6159678888802038,28.410179,618.8241776839742,,cuda,512,false,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,0.7320750559244971,28.410179,1365.980157235593,,cuda,512,true,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,0.35915633871094127,28.410179,2784.3028013625762,,cuda,512,true,true,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9602555717663631,0.9910449262967248,0.9245311570869567,19877,790,256,false,false,false,false,,28.410179,,141.74365234375,cuda,1,false,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,38.91327724888886,28.410179,25.698169640249308,,cpu,1,false,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,282.32389291000123,28.410179,3.5420310682623612,,cpu,1,false,false,true,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,35.882807441111154,28.410179,27.868499465688235,,cpu,1,true,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,22.815928156667017,28.410179,43.82903001505951,,cpu,1,true,true,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,3.6241514188411488,28.410179,275.9266610112438,,cuda,512,false,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,1.6468784692968557,28.410179,607.2093470424419,,cuda,512,true,false,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,0.8125386534505216,28.410179,1230.7106815822315,,cuda,512,true,true,false,2.9.1+cu128
convnext v2 tiny,ConvNeXt v2,0.9723298284449363,0.9953715349398803,0.9467000818883557,19877,550,384,false,false,false,false,,28.410179,,169.61767578125,cuda,1,false,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,38.70243488666676,28.410179,25.838167622484825,,cpu,1,false,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,280.3459978499996,28.410179,3.567020780282566,,cpu,1,false,false,true,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,35.50271274111108,28.410179,28.166861706937393,,cpu,1,true,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,22.362522926666518,28.410179,44.71767355048904,,cpu,1,true,true,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,3.6256321240755205,28.410179,275.81397278549997,,cuda,512,false,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,1.6519678336458556,28.410179,605.3386631584846,,cuda,512,true,false,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,0.813071313945315,28.410179,1229.9044165605103,,cuda,512,true,true,false,2.9.1+cu128
convnext v2 tiny (i),ConvNeXt v2,0.9743422045580319,0.9958746289681542,0.9473247841902649,19877,510,384,true,false,false,false,,28.410179,,169.61767578125,cuda,1,false,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,95.93264651666661,34.492995,10.423980118449746,,cpu,1,false,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,200.90462836999907,34.492995,4.977486124203843,,cpu,1,false,false,true,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,43.66287351111118,34.492995,22.902752832919333,,cpu,1,true,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,40.86356136666685,34.492995,24.471680063003962,,cpu,1,true,true,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,2.199034902903646,34.492995,454.7449422833543,,cuda,512,false,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,1.6749199522656257,34.492995,597.0434578961956,,cuda,512,true,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,0.8611516826692878,34.492995,1161.2356105492681,,cuda,512,true,true,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9571866981938925,0.9901896664486592,0.9208870231694505,19877,851,256,false,false,false,false,,34.492995,,160.080078125,cuda,1,false,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,136.41049149888883,34.492995,7.330814433786756,,cpu,1,false,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,463.00636432999914,34.492995,2.1597975255633175,,cpu,1,false,false,true,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,69.44303967333326,34.492995,14.40029129923022,,cpu,1,true,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,53.132388431111195,34.492995,18.820911868032248,,cpu,1,true,true,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,5.801803444179683,34.492995,172.36019965536596,,cuda,512,false,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,4.6066891856640755,34.492995,217.07563929252703,,cuda,512,true,false,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,2.372802390794272,34.492995,421.44259626494215,,cuda,512,true,true,false,2.9.1+cu128
cswin transformer s,CSWin Transformer,0.9706696181516326,0.9950193691200886,0.9425475722002249,19877,583,384,false,false,false,false,,34.492995,,183.2109375,cuda,1,false,false,false,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,90.34110021666669,88.449443,11.069158971959407,,cpu,1,false,false,false,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,806.5189318700003,88.449443,1.2398964989964874,,cpu,1,false,false,true,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,92.38014728777821,88.449443,10.82483660569243,,cpu,1,true,false,false,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,64.96954903444426,88.449443,15.391826091787093,,cpu,1,true,true,false,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,7.156299156130948,88.449443,139.73703141564164,,cuda,512,false,false,false,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,4.714455631406267,88.449443,212.113566906496,,cuda,512,true,false,false,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,2.624792625781254,88.449443,380.9824784547907,,cuda,512,true,true,false,2.9.1+cu128
focalnet b lrf (i),FocalNet,0.9813352115510389,0.9985410273180058,0.963528072416847,19877,371,384,true,false,false,false,,88.449443,,402.52099609375,cuda,1,false,false,false,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,66.51717219111106,51.023555,15.033711853036857,,cpu,1,false,false,false,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,563.4899362899978,51.023555,1.7746545867065036,,cpu,1,false,false,true,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,57.796464222222106,51.023555,17.30209647695907,,cpu,1,true,false,false,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,41.7178205355554,51.023555,23.970571500678393,,cpu,1,true,true,false,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,4.65089330134114,51.023555,215.01245786731727,,cuda,512,false,false,false,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,3.5854873494270834,51.023555,278.90211358848825,,cuda,512,true,false,false,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,2.4630740297005125,51.023555,405.99672926663555,,cuda,512,true,true,false,2.9.1+cu128
"hiera abswin base (mim, i)",Hiera,0.9779644815616039,0.9976354580671127,0.9550367402844845,19877,438,384,true,true,false,false,,51.023555,,261.0283203125,cuda,1,false,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,37.293806221111176,32.215531,26.814104038378435,,cpu,1,false,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,119.90611701000036,32.215531,8.339858090113939,,cpu,1,false,false,true,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,19.908946607777377,32.215531,50.22867456027797,,cpu,1,true,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,16.14211706444419,32.215531,61.94974277585146,,cpu,1,true,true,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,1.3836606915364529,32.215531,722.7205384360336,,cuda,512,false,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,0.9296125854296851,32.215531,1075.7169337781506,,cuda,512,true,false,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,0.46184768076822513,32.215531,2165.216026064322,,cuda,512,true,true,false,2.9.1+cu128
mobilenet v4 l,MobileNet v4,0.9274538411229059,0.9796246918549076,0.8749766013095059,19877,1442,384,false,false,false,false,,32.215531,,155.1103515625,cuda,1,false,false,false,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,65.85327148111116,25.18431,15.185274436773152,,cpu,1,false,false,false,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,154.0501871000015,25.18431,6.491391012403323,,cpu,1,false,false,true,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,31.491241620000338,25.18431,31.754860988551563,,cpu,1,true,false,false,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,27.085597681111217,25.18431,36.919990165008386,,cpu,1,true,true,false,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,2.5952941721354135,25.18431,385.3127752285584,,cuda,512,false,false,false,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,1.8111542474218585,25.18431,552.134088757752,,cuda,512,true,false,false,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,0.9723668762239631,25.18431,1028.4184133085096,,cuda,512,true,true,false,2.9.1+cu128
moganet s,MogaNet,0.9633747547416612,0.9923026613674095,0.9275400445491309,19877,728,256,false,false,false,false,,25.18431,,135.0,cuda,1,false,false,false,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,87.03347586666673,25.18431,11.489831815196911,,cpu,1,false,false,false,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,345.7679798299978,25.18431,2.892112799142551,,cpu,1,false,false,true,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,40.52064521888901,25.18431,24.678777808154013,,cpu,1,true,false,false,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,32.41002260222154,25.18431,30.854652965637094,,cpu,1,true,true,false,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,5.845301963208328,25.18431,171.0775604569669,,cuda,512,false,false,false,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,3.6957012977222297,25.18431,270.5846385952051,,cuda,512,true,false,false,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,2.016080409986115,25.18431,496.01196214534275,,cuda,512,true,true,false,2.9.1+cu128
moganet s,MogaNet,0.9726316848619007,0.9957740101624993,0.9447532053509733,19877,544,384,false,false,false,false,,25.18431,,171.0,cuda,1,false,false,false,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,35.64373522999985,31.463043,28.055421059191957,,cpu,1,false,false,false,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,132.56640036000132,31.463043,7.54338955636096,,cpu,1,false,false,true,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,18.83014690444472,31.463043,53.10633024131943,,cpu,1,true,false,false,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,17.167627812222136,31.463043,58.24916586833685,,cpu,1,true,true,false,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,1.2642211357942656,31.463043,791.0008555360334,,cuda,512,false,false,false,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,0.9773468502474003,31.463043,1023.1782091965257,,cuda,512,true,false,false,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,0.43977976673178415,31.463043,2273.8654109339386,,cuda,512,true,true,false,2.9.1+cu128
nextvit s,NextViT,0.95376565880163,0.9875232680988076,0.9157035105288732,19877,919,256,false,false,false,false,,31.463043,,145.29150390625,cuda,1,false,false,false,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,48.56970982777764,31.463043,20.5889638531068,,cpu,1,false,false,false,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,286.24808590000157,31.463043,3.4934731418582894,,cpu,1,false,false,true,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,27.309857686666668,31.463043,36.616814758731756,,cpu,1,true,false,false,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,21.243807433333536,31.463043,47.07254116938124,,cpu,1,true,true,false,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,2.8969636056380215,31.463043,345.1890103326866,,cuda,512,false,false,false,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,2.243931086523432,31.463043,445.6464844244929,,cuda,512,true,false,false,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,1.1086487483593763,31.463043,901.998943741055,,cuda,512,true,true,false,2.9.1+cu128
nextvit s,NextViT,0.9657392966745485,0.9928057553956835,0.9350428932887407,19877,681,384,false,false,false,false,,31.463043,,157.666015625,cuda,1,false,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,26.20637886444456,10.941953,38.15864851731757,,cpu,1,false,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,46.453084340000714,10.941953,21.52709586904439,,cpu,1,false,false,true,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,13.65801886777768,10.941953,73.2170609574441,,cpu,1,true,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,53.84755381333283,10.941953,18.570945738158986,,cpu,1,true,true,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,0.9308998839062356,10.941953,1074.2293744884864,,cuda,512,false,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,0.5222550636067543,10.941953,1914.7732012283109,,cuda,512,true,false,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,0.3649160244270888,10.941953,2740.356501389548,,cuda,512,true,true,false,2.9.1+cu128
regnet y 1 6g,RegNet,0.9332897318508829,0.9828948030386879,0.8811515254946461,19877,1326,256,false,false,false,false,,10.941953,,61.15380859375,cuda,1,false,false,false,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,52.551265204444405,38.790491,19.029037571400416,,cpu,1,false,false,false,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,421.1763583299989,38.790491,2.3743023088121267,,cpu,1,false,false,true,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,32.329877088888885,38.790491,30.931141409865724,,cpu,1,true,false,false,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,38.467063357777285,38.790491,25.996265706563737,,cpu,1,true,true,false,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,3.881387025300927,38.790491,257.6398574740094,,cuda,512,false,false,false,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,3.136344173111993,38.790491,318.84255834325864,,cuda,512,true,false,false,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,1.8236550765234227,38.790491,548.349308415481,,cuda,512,true,true,false,2.9.1+cu128
regnet y 8g (i),RegNet,0.9710217839714242,0.9947678221059516,0.9434656619177535,19877,576,384,true,false,false,false,,38.790491,,253.2021484375,cuda,1,false,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,34.455100953333236,28.488539,29.023278769504188,,cpu,1,false,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,93.26187885999845,28.488539,10.722494680824155,,cpu,1,false,false,true,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,20.954554576667054,28.488539,47.722321958277384,,cpu,1,true,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,51.74422987444511,28.488539,19.325826327427272,,cpu,1,true,true,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,1.4797244807682355,28.488539,675.801483990334,,cuda,512,false,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,1.3405317613151149,28.488539,745.9726273243688,,cuda,512,true,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,0.6036977195572982,28.488539,1656.4581372500743,,cuda,512,true,true,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9498415253810937,0.9886803843638376,0.9078245201044114,19877,997,256,false,false,false,false,,28.488539,,146.9189453125,cuda,1,false,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,45.50012255333336,28.488539,21.977962780821994,,cpu,1,false,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,190.48446332999902,28.488539,5.24977198936997,,cpu,1,false,false,true,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,29.712977311111093,28.488539,33.655328092148224,,cpu,1,true,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,58.44585379000011,28.488539,17.109853567937726,,cpu,1,true,true,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,3.328437881458323,28.488539,300.4412386875791,,cuda,512,false,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,2.8086477708984368,28.488539,356.0432213542098,,cuda,512,true,false,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,1.3729980950130027,28.488539,728.3331299818954,,cuda,512,true,true,false,2.9.1+cu128
regnet z 4g,RegNet Z,0.9631735171303517,0.9933591588267847,0.9270168729223804,19877,732,384,false,false,false,false,,28.488539,,182.7978515625,cuda,1,false,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,27.27445199999996,21.394947,36.66434801329836,,cpu,1,false,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,96.00579929000105,21.394947,10.416037441439743,,cpu,1,false,false,true,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,17.50638675555567,21.394947,57.122010039144655,,cpu,1,true,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,16.567620514444773,21.394947,60.35869780624999,,cpu,1,true,true,false,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,0.9632425427604118,21.394947,1038.1601264560538,,cuda,512,false,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,0.7573015019140664,21.394947,1320.4780361223598,,cuda,512,true,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,0.4083178690364519,21.394947,2449.072342486012,,cuda,512,true,true,false,2.9.1+cu128
uniformer s,UniFormer,0.9564320571514816,0.9903405946571414,0.915800924131102,19877,866,256,false,false,false,false,,21.394947,,106.54248046875,cuda,1,false,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,39.934913799999975,21.394947,25.040745173713148,,cpu,1,false,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,220.91304172000036,21.394947,4.526668014772371,,cpu,1,false,false,true,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,27.092545793333453,21.394947,36.91052172166359,,cpu,1,true,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,22.62597946888895,21.394947,44.19698167652872,,cpu,1,true,true,false,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,2.2602424630208398,21.394947,442.430410170902,,cuda,512,false,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,1.8038906073828302,21.394947,554.3573406875527,,cuda,512,true,false,false,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,0.9564565976432249,21.394947,1045.5257483340793,,cuda,512,true,true,false,2.9.1+cu128
uniformer s,UniFormer,0.9700659053177039,0.9943150374805051,0.9400683930540468,19877,595,384,false,false,false,false,,21.394947,,121.22412109375,cuda,1,false,false,false,2.9.1+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,87.50924443222225,64.551875,11.427364120079005,,cpu,1,false,false,false,2.9.1+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,792.6166002399987,64.551875,1.2616440277647567,,cpu,1,false,false,true,2.9.1+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,70.83258632999988,64.551875,14.117795944103028,,cpu,1,true,false,false,2.9.1+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,55.23845554444455,64.551875,18.10333019168875,,cpu,1,true,true,false,2.9.1+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,4.198161588346351,64.551875,238.19950208107596,,cuda,512,false,false,false,2.9.1+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,3.1840252347395652,64.551875,314.06786261912094,,cuda,512,true,false,false,2.9.1+cu128
"vit parallel s16 18x2 ls avg (ssl, i)",ViT Parallel,0.9802787140916638,0.9978870050812497,0.9605643562876234,19877,392,384,true,false,false,true,1.4320862579687579,64.551875,698.2819606260168,,cuda,512,true,true,false,2.9.1+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,,269.29833984375,cuda,1,false,false,false,2.9.1+cu128