results_il-all.csv

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
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,93.33982696221534,25.305286,10.713540324054891,,cpu,1,false,false,false,2.7.1+cu128
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,505.5636300399783,25.305286,1.977990386533389,,cpu,1,false,false,true,2.7.1+cu128
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,82.82594889665941,25.305286,12.073510938554822,,cpu,1,true,false,false,2.7.1+cu128
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,60.31419285445332,25.305286,16.57984551684446,,cpu,1,true,true,false,2.7.1+cu128
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,6.554189445299509,25.305286,152.57416776641594,,cuda,512,false,false,false,2.7.1+cu128
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,5.037515397226571,25.305286,198.51055950132778,,cuda,512,true,false,false,2.7.1+cu128
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,2.493425580442856,25.305286,401.0546806944969,,cuda,512,true,true,false,2.7.1+cu128
biformer s,BiFormer,0.9712152945599055,0.9941463938563987,0.9381382644401356,18621,536,384,false,false,false,,25.305286,,144.013671875,cuda,1,false,false,false,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,42.11685754556028,28.014118,23.743461841098693,,cpu,1,false,false,false,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,254.46004104000164,28.014118,3.9298901152137984,,cpu,1,false,false,true,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,39.93616646333572,28.014118,25.039959729686927,,cpu,1,true,false,false,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,29.580186881115274,28.014118,33.8064125158866,,cpu,1,true,true,false,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,2.386308912968881,28.014118,419.0572287457406,,cuda,512,false,false,false,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,1.9429887217578803,28.014118,514.6710265488674,,cuda,512,true,false,false,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,1.0103789301954673,28.014118,989.7276854402938,,cuda,512,true,true,false,2.7.1+cu128
davit tiny,DaViT,0.9630524676440578,0.9899575747811611,0.9201027463869735,18621,688,384,false,false,false,,28.014118,,167.8271484375,cuda,1,false,false,false,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,64.39252574443042,23.82727,15.529752691623443,,cpu,1,false,false,false,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,403.09192858010647,23.82727,2.4808236759354263,,cpu,1,false,false,true,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,46.54160813666143,23.82727,21.48615056582643,,cpu,1,true,false,false,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,37.19359622555202,23.82727,26.88634876648468,,cpu,1,true,true,false,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,5.097717874542165,23.82727,196.1662109615691,,cuda,512,false,false,false,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,2.9394099380988337,23.82727,340.20433388300546,,cuda,512,true,false,false,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,1.5522623452735236,23.82727,644.2209997845373,,cuda,512,true,true,false,2.7.1+cu128
mvit v2 t,MViT v2,0.9705171580473658,0.9943075022823694,0.9343204433638675,18621,549,384,false,false,false,,23.82727,,261.55126953125,cuda,1,false,false,false,2.7.1+cu128