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pytorch-image-models/results/benchmark-train-amp-nchw-pt...

38 KiB

1modeltrain_samples_per_sectrain_step_timetrain_batch_sizetrain_img_sizeparam_count
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361xcit_nano_12_p16_384_dist611.55416.812563843.05
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363resmlp_24_distilled_224609.51418.47425622430.02
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368inception_v3602.27636.20538429923.83
369tf_mixnet_l600.24424.9562562247.33
370dm_nfnet_f0600.1638.57338419271.49
371xcit_small_12_p16_224598.44425.95525622426.25
372xcit_small_12_p16_224_dist598.22426.01325622426.25
373semobilevit_s597.07320.2581922565.74
374densenet169592.78429.22125622414.15
375res2next50591.98431.14425622424.67
376resnetv2_101590.74431.80625622444.54
377darknet53590.64432.60625625641.61
378resnetv2_50x1_bit_distilled587.0326.26219222425.55
379res2net50_14w_8s586.94433.99225622425.06
380swin_s3_tiny_224586.39435.57625622428.33
381repvgg_b1g4584.26875.23451222439.97
382dla60_res2net583.07437.61825622420.85
383crossvit_15_240576.62331.1619224027.53
384cait_xxs24_224576.52441.4625622411.96
385cs3darknet_focus_x569.86448.29225625635.02
386resnet101568.98448.32125622444.55
387gluon_resnet101_v1b568.4448.83425622444.55
388tv_resnet101566.24450.54725622444.55
389resnetrs101564.72451.125619263.62
390efficientnet_cc_b1_8e564.18452.06125624039.72
391crossvit_15_dagger_240558.23342.03319224028.21
392vit_base_resnet50d_224557.61457.501256224110.97
393mobilevitv2_125557.38343.4731922567.48
394xcit_nano_12_p8_224_dist555.43459.0692562243.05
395xcit_nano_12_p8_224555.18459.3112562243.05
396sebotnet33ts_256554.49230.01212825613.7
397resnet51q551.31463.50425625635.7
398resnetv2_101d548.02465.625622444.56
399tf_efficientnet_cc_b1_8e547.16466.17325624039.72
400resnetv2_50d_gn546.54350.46919222425.57
401nf_resnet101543.9704.33738422444.55
402vit_base_patch32_384542.76470.80425638488.3
403gluon_resnet101_v1c537.15475.025622444.57
404cspdarknet53537.1475.61725625627.64
405cs3darknet_x534.86477.6425625635.05
406vit_base_r26_s32_224534.67357.767192224101.38
407resnest50d534.66477.43425622427.48
408resnet50_gn531.78360.23519222425.56
409regnetz_c16530.35360.55219225613.46
410gluon_resnet101_v1d528.59482.7625622444.57
411mixer_b16_224528.02484.00425622459.88
412mixer_l32_224527.33362.504192224206.94
413mixer_b16_224_miil526.58485.34725622459.88
414vit_large_patch32_224521.73489.021256224306.54
415dla60_res2next520.31490.57225622417.03
416ecaresnet50t516.29494.89625625625.57
417cs3sedarknet_xdw516.24246.00812825621.6
418lambda_resnet50ts515.16371.65819225621.54
419vit_tiny_patch16_384512.2249.0721283845.79
420resnet61q510.55375.02719225636.85
421swinv2_cr_tiny_224505.83504.82325622428.33
422halonet50ts503.76380.12219225622.73
423repvgg_b1503.571015.62351222457.42
424swinv2_cr_tiny_ns_224502.5508.14425622428.33
425dla102497.28513.1425622433.27
426wide_resnet50_2495.68773.8538422468.88
427res2net50_26w_6s493.57516.91425622437.05
428resnetaa101d490.51520.33825622444.57
429convnext_small489.81390.22419222450.22
430convnext_small_in22ft1k489.45390.57619222450.22
431legacy_seresnet101487.73522.61625622449.33
432vit_relpos_medium_patch16_rpn_224485.5526.22125622438.73
433efficientnet_lite3484.47263.0981283008.2
434gluon_resnet101_v1s483.47527.89125622444.67
435seresnet101480.65530.3825622449.33
436nest_tiny476.68267.59312822417.06
437nf_seresnet101474.46537.21325622449.33
438mobilevitv2_150_in22ft1k473.86269.13212825610.59
439mobilevitv2_150473.84269.14412825610.59
440resnetblur101d472.23540.49725622444.57
441jx_nest_tiny472.22270.16312822417.06
442nf_ecaresnet101469.53543.37525622444.55
443vgg13_bn468.37546.3256224133.05
444twins_pcpvt_base466.47408.84819222443.83
445tf_efficientnet_lite3465.4273.8951283008.2
446vgg16465.36824.954384224138.36
447sequencer2d_s462.43412.81919222427.65
448mixnet_xl460.21554.30825622411.9
449coat_lite_small457.06418.56819222419.84
450efficientnet_b3a456.95278.40312828812.23
451efficientnet_b3456.81278.44812828812.23
452regnetx_080454.56843.62938422439.57
453regnetx_064452.43564.95325622426.21
454halo2botnet50ts_256451.35424.39219225622.64
455densenet201447.44425.98719222420.01
456ecaresnet101d447.44570.3325622444.57
457nf_regnet_b4445.8428.53319232030.21
458convit_small443.63431.73719222427.78
459efficientnetv2_s433.27293.15712828821.46
460skresnext50_32x4d432.3590.80225622427.48
461botnet50ts_256428.8297.52912825622.74
462ssl_resnext101_32x4d427.28447.7419222444.18
463resnext101_32x4d427.18447.92119222444.18
464swsl_resnext101_32x4d427.16447.91519222444.18
465gluon_resnext101_32x4d427.13447.9719222444.18
466poolformer_s36425.0449.90619222430.86
467ese_vovnet39b_evos421.31302.86212822424.58
468resnet101d418.0457.73919225644.57
469dla102x417.16458.65819222426.31
470res2net101_26w_4s416.51612.12125622445.21
471lamhalobotnet50ts_256413.09463.77419225622.57
472twins_svt_base411.8464.13819222456.07
473crossvit_18_240406.79312.61112824043.27
474tresnet_l404.841261.38951222455.99
475efficientnetv2_rw_s402.34315.80612828823.94
476volo_d1_224401.47476.819222426.63
477resmlp_36_224401.06476.50519222444.69
478res2net50_26w_8s400.52636.99925622448.4
479resmlp_36_distilled_224400.14477.55719222444.69
480swin_small_patch4_window7_224399.67478.49919222449.61
481resnest50d_4s2x40d396.0645.09225622430.42
482vit_base_patch16_224_miil395.78484.31119222486.54
483crossvit_18_dagger_240394.08322.7212824044.27
484deit_base_patch16_224390.88490.30719222486.57
485vit_base_patch16_224390.86490.39119222486.57
486vit_base_patch16_224_sam390.67490.60819222486.57
487mobilevitv2_175_in22ft1k389.97327.24112825614.25
488mobilevitv2_175389.95327.2312825614.25
489tf_efficientnetv2_s_in21ft1k389.66326.28812830021.46
490tf_efficientnetv2_s389.1326.71312830021.46
491vgg16_bn388.69658.276256224138.37
492regnety_064388.46657.25625622430.58
493regnety_080385.84662.27325622439.18
494deit_base_distilled_patch16_224385.62497.0319222487.34
495xception385.56331.19412829922.86
496regnety_040s_gn384.97330.92712822420.65
497repvgg_b2g4379.421348.32951222461.76
498resnetv2_152379.4503.86819222460.19
499regnetz_d8378.76336.28212825623.37
500hrnet_w18378.26671.88325622421.3
501ese_vovnet99b377.27677.03625622463.2
502vit_small_resnet50d_s16_224376.52508.65419222457.53
503cait_xxs36_224375.8507.03219222417.3
504gluon_seresnext101_32x4d375.02509.7819222448.96
505regnetz_040374.91339.54412825627.12
506seresnext101_32x4d374.73510.17619222448.96
507regnetv_064372.69513.52219222430.58
508regnetz_040h372.64341.59312825628.94
509legacy_seresnext101_32x4d372.06513.70519222448.96
510deit3_base_patch16_224_in21ft1k371.79515.43119222486.59
511deit3_base_patch16_224371.73515.46419222486.59
512tf_efficientnet_b3370.15344.08912830012.23
513tf_efficientnet_b3_ap370.14344.11112830012.23
514tf_efficientnet_b3_ns370.1344.13412830012.23
515resnet152370.08516.51619222460.19
516vit_relpos_base_patch16_clsgap_224369.76518.10519222486.43
517vit_relpos_base_patch16_cls_224369.34518.6719222486.43
518resnetv2_50d_frn369.16345.59412822425.59
519gluon_resnet152_v1b369.02517.99819222460.19
520tv_resnet152369.0518.08819222460.19
521regnetz_b16_evos365.3348.5181282249.74
522sequencer2d_m363.12525.50519222438.31
523ese_vovnet99b_iabn362.91055.04338422463.2
524resnetv2_152d360.99529.4819222460.2
525beit_base_patch16_224358.29534.77619222486.53
526xcit_tiny_12_p16_384_dist357.91534.551923846.72
527vit_relpos_base_patch16_224355.33539.19419222486.43
528gluon_resnet152_v1c354.77538.79719222460.21
529regnetz_d32354.52359.39712825627.58
530swinv2_tiny_window8_256354.35540.56919225628.35
531resnetv2_50d_evos353.36270.5069622425.59
532dpn92353.0723.61725622437.67
533vgg19352.01090.655384224143.67
534gluon_resnet152_v1d351.06544.56319222460.21
535densenet161346.02367.41612822428.68
536xception41p344.85370.31812829926.91
537gluon_resnet152_v1s344.7368.9612822460.32
538mobilevitv2_200342.4372.84312825618.45
539tnt_s_patch16_224342.25559.03719222423.76
540mobilevitv2_200_in22ft1k342.08373.14712825618.45
541eca_nfnet_l1341.07561.08419225641.41
542hrnet_w32340.54747.04325622441.23
543dla169338.11565.25919222453.39
544convnext_base_in22ft1k337.76377.10212822488.59
545convnext_base336.98378.09112822488.59
546repvgg_b2335.011527.21551222489.02
547repvgg_b3g4334.011148.55738422483.83
548vgg13331.371544.923512224133.05
549pit_b_224331.17385.57712822473.76
550vgg19_bn330.96773.109256224143.68
551pit_b_distilled_224329.46387.56812822474.79
552regnetx_120327.41780.95225622446.11
553twins_pcpvt_large322.96392.1712822460.99
554hrnet_w30321.86790.60725622437.71
555legacy_seresnet152319.56397.24512822466.82
556inception_v4316.87603.73419229942.68
557seresnet152313.75608.67719222466.82
558vit_small_patch16_36x1_224310.56409.44812822464.67
559dla102x2309.09412.53712822441.28
560xcit_small_24_p16_224_dist307.83412.46612822447.67
561convmixer_1024_20_ks9_p14307.81830.81325622424.38
562vit_small_patch16_18x2_224307.61413.312822464.67
563xcit_small_24_p16_224307.46412.86712822447.67
564regnety_120307.05623.97119222451.82
565poolformer_m36303.34420.13212822456.17
566efficientnet_el_pruned301.49423.46412830010.59
567efficientnet_el301.45423.512830010.59
568swinv2_cr_small_ns_224300.41423.61912822449.7
569swinv2_cr_small_224297.65427.52112822449.7
570mixnet_xxl297.33428.50312822423.96
571cait_s24_224296.96428.34112822446.92
572nest_small296.72321.8889622438.35
573coat_tiny296.44429.7081282245.5
574tf_efficientnet_el295.51432.0712830010.59
575jx_nest_small294.83323.9329622438.35
576efficientnet_b4293.1325.4429632019.34
577xception41293.07435.50512829926.97
578xcit_tiny_12_p8_224_dist291.52437.2871282246.71
579tresnet_xl291.4875.02825622478.44
580resnext101_64x4d291.33437.81612822483.46
581gluon_resnext101_64x4d291.25437.88112822483.46
582swin_s3_small_224289.76439.81812822449.74
583wide_resnet101_2289.62661.356192224126.89
584xcit_tiny_12_p8_224289.33440.5491282246.71
585twins_svt_large289.11440.64712822499.27
586resnet152d281.47452.4612825660.21
587swin_base_patch4_window7_224279.66455.81712822487.77
588convnext_tiny_384_in22ft1k278.8343.3899638428.59
589resnet200276.62459.68812822464.67
590ssl_resnext101_32x8d276.52461.34112822488.79
591ig_resnext101_32x8d276.39461.58212822488.79
592resnext101_32x8d276.22461.85412822488.79
593swsl_resnext101_32x8d276.22461.76412822488.79
594repvgg_b3271.931411.039384224123.09
595nfnet_f1271.43705.161192224132.63
596resnetv2_50d_evob268.92355.7299622425.59
597gmlp_b16_224268.22356.2989622473.08
598dpn98267.62476.60212822461.57
599regnetx_160266.55719.24419222454.28
600regnety_160264.44724.75819222483.59
601gluon_seresnext101_64x4d264.12482.34412822488.23
602ens_adv_inception_resnet_v2261.47730.95219229955.84
603inception_resnet_v2261.44730.91919229955.84
604xception65p259.32492.3212829939.82
605efficientnet_lite4255.23249.3746438013.01
606vit_base_patch16_rpn_224254.51753.59319222486.54
607resnest101e253.9501.57512825648.28
608crossvit_base_240253.73376.73796240105.03
609seresnext101_32x8d251.44506.79212822493.57
610vit_relpos_base_patch16_rpn_224250.62765.00219222486.41
611vit_base_patch16_plus_240248.4514.352128240117.56
612tf_efficientnet_lite4247.32257.4376438013.01
613efficientnet_b3_gn245.44258.9986428811.73
614dm_nfnet_f1244.51521.138128224132.63
615seresnext101d_32x8d242.49525.50312822493.59
616seresnet152d242.25392.759625666.84
617xcit_tiny_24_p16_384_dist241.62526.31812838412.12
618vit_small_patch16_384239.05266.8656438422.2
619vit_relpos_base_patch16_plus_240238.57535.322128240117.38
620vit_large_r50_s32_224237.94401.03396224328.99
621resnetrs152237.63535.19912825686.62
622swinv2_tiny_window16_256237.41403.0729625628.35
623seresnextaa101d_32x8d228.0559.1512822493.59
624xcit_medium_24_p16_224_dist227.91558.23912822484.4
625deit3_small_patch16_384_in21ft1k227.77280.0086438422.21
626deit3_small_patch16_384227.76280.0156438422.21
627xcit_medium_24_p16_224227.75558.49112822484.4
628vit_small_r26_s32_384227.25280.3026438436.47
629convit_base224.86568.19812822486.54
630gluon_xception65224.1426.4749629939.92
631swin_s3_base_224223.36426.9449622471.13
632tnt_b_patch16_224222.94572.21312822465.41
633xception65222.93428.7289629939.92
634coat_mini222.88572.20912822410.34
635volo_d2_224222.28430.1119622458.68
636xcit_small_12_p16_384_dist221.79430.9849638426.25
637poolformer_m48220.53432.7419622473.47
638hrnet_w40219.45869.95919222457.56
639vit_base_r50_s16_224215.41443.9889622498.66
640swinv2_cr_base_ns_224213.88446.4289622487.88
641sequencer2d_l213.86444.0989622454.3
642swinv2_small_window8_256212.59449.019625649.73
643swinv2_cr_base_224211.39451.6829622487.88
644mobilevitv2_150_384_in22ft1k210.38303.236438410.59
645nest_base210.2302.7746422467.72
646tresnet_m_448209.55913.44719244831.39
647efficientnetv2_m207.96304.5456432054.14
648jx_nest_base207.78306.3716422467.72
649regnetz_c16_evos207.35306.8246425613.49
650hrnet_w44206.45925.02619222467.06
651resnet200d204.47623.01712825664.69
652efficientnet_b3_g8_gn203.44312.8366428814.25
653hrnet_w48202.15628.42712822477.47
654densenet264202.1470.7899622472.69
655dpn131198.25643.48612822479.25
656tf_efficientnet_b4194.83326.3996438019.34
657tf_efficientnet_b4_ap194.65326.7386438019.34
658tf_efficientnet_b4_ns194.23327.3756438019.34
659xcit_nano_12_p8_384_dist187.76338.965643843.05
660efficientnetv2_rw_m187.31338.146432053.24
661dpn107187.14682.15112822486.92
662convnext_large_in22ft1k187.05511.40296224197.77
663convnext_large187.01511.52396224197.77
664nf_regnet_b5186.49512.099638449.74
665xcit_tiny_24_p8_224183.21520.6099622412.11
666xcit_tiny_24_p8_224_dist183.21520.5339622412.11
667halonet_h1177.48359.151642568.1
668hrnet_w64176.04722.362128224128.06
669mobilevitv2_175_384_in22ft1k175.76363.1356438414.25
670senet154174.83545.79296224115.09
671regnety_320174.41732.528128224145.05
672gluon_senet154174.03548.16296224115.09
673regnetz_e8173.89365.9996425657.7
674legacy_senet154170.27560.49396224115.09
675xception71168.81376.9116429942.34
676xcit_small_12_p8_224168.52377.9616422426.21
677xcit_small_12_p8_224_dist168.32378.3756422426.21
678vit_large_patch32_384168.05569.59596384306.63
679convnext_small_384_in22ft1k164.94386.2926438450.22
680mixer_l16_224164.43582.33596224208.2
681ecaresnet200d161.74392.3346425664.69
682seresnet200d161.56391.8926425671.86
683resnetrs200160.52394.2226425693.21
684densenet264d_iabn158.12804.92412822472.74
685regnetx_320155.94819.702128224107.81
686swin_large_patch4_window7_224153.79414.25564224196.53
687volo_d3_224152.73416.5846422486.33
688mobilevitv2_200_384_in22ft1k150.68317.5594838418.45
689swinv2_base_window8_256150.28423.396425687.92
690resnetv2_50x1_bitm149.04321.214844825.55
691nfnet_f2148.92641.44696256193.78
692swinv2_small_window16_256142.83445.5916425649.73
693tf_efficientnetv2_m142.41333.8334838454.14
694eca_nfnet_l2142.2672.2919632056.72
695tf_efficientnetv2_m_in21ft1k141.35336.2464838454.14
696regnetz_d8_evos132.2360.9954825623.46
697swinv2_cr_tiny_384131.5485.3886438428.33
698ig_resnext101_32x16d130.47734.20396224194.03
699ssl_resnext101_32x16d130.4734.6396224194.03
700swsl_resnext101_32x16d130.37734.77196224194.03
701xcit_large_24_p16_224126.98500.57764224189.1
702xcit_large_24_p16_224_dist126.97500.66264224189.1
703seresnet269d125.7503.31864256113.67
704dm_nfnet_f2125.2507.68164256193.78
705swinv2_cr_large_224124.7510.73664224196.68
706xcit_tiny_12_p8_384_dist122.38390.412483846.71
707resnetrs270121.5520.76164256129.86
708crossvit_15_dagger_408117.57270.293240828.5
709vit_large_patch16_224117.08544.98164224304.33
710vit_base_patch16_18x2_224116.55546.37864224256.73
711convnext_base_384_in22ft1k115.97412.0844838488.59
712convnext_xlarge_in22ft1k115.91550.44564224350.2
713deit3_large_patch16_224_in21ft1k113.19563.50164224304.37
714deit3_large_patch16_224113.17563.63464224304.37
715xcit_small_24_p16_384_dist112.88421.8394838447.67
716beit_large_patch16_224107.8591.54464224304.43
717swinv2_base_window16_256103.68460.4614825687.92
718swinv2_base_window12to16_192to256_22kft1k103.56461.0214825687.92
719tresnet_l_448103.21236.83912844855.99
720volo_d1_38499.39320.6133238426.78
721cait_xxs24_38497.83488.0334838412.03
722vit_base_patch16_38496.96329.1923238486.86
723deit_base_patch16_38496.37331.1713238486.86
724volo_d4_22495.75498.74848224192.96
725deit_base_distilled_patch16_38494.83336.5563238487.63
726efficientnet_b593.71338.9013245630.39
727deit3_base_patch16_38493.22342.3283238486.88
728deit3_base_patch16_384_in21ft1k92.68344.3273238486.88
729tf_efficientnet_b592.16344.7853245630.39
730tf_efficientnet_b5_ns92.11344.9393245630.39
731tf_efficientnet_b5_ap91.98345.4053245630.39
732resnetv2_152x2_bit_teacher89.37355.71132224236.34
733crossvit_18_dagger_40888.76358.4923240844.61
734xcit_small_24_p8_22487.25546.8294822447.63
735xcit_small_24_p8_224_dist86.87549.244822447.63
736convmixer_768_3285.531121.0259622421.11
737vit_large_patch14_22485.27561.23948224304.2
738eca_nfnet_l384.61563.7024835272.04
739resnetv2_101x1_bitm84.61187.3991644844.54
740beit_base_patch16_38483.67381.2913238486.74
741resnest200e83.33570.8024832070.2
742efficientnetv2_l83.27379.86732384118.52
743tf_efficientnetv2_l_in21ft1k83.27379.67832384118.52
744tf_efficientnetv2_l82.74382.36732384118.52
745ecaresnet269d82.15579.47748320102.09
746tresnet_xl_44878.311222.4879644878.44
747xcit_medium_24_p16_384_dist77.9407.3463238484.4
748vit_large_r50_s32_38477.49410.42632384329.09
749swinv2_cr_small_38476.31416.7933238449.7
750swin_base_patch4_window12_38474.03430.3273238487.9
751pnasnet5large68.77461.3923233186.06
752resnetrs35068.24460.96732288163.96
753nfnet_f367.87703.08748320254.92
754nasnetalarge67.38469.7853233188.75
755resmlp_big_24_224_in22ft1k67.03475.85732224129.14
756resmlp_big_24_distilled_22467.03475.86732224129.14
757resmlp_big_24_22467.02475.9732224129.14
758cait_xs24_38465.59485.2293238426.67
759convnext_large_384_in22ft1k63.62501.15932384197.77
760vit_base_patch8_22463.42377.5912422486.58
761cait_xxs36_38463.23502.3453238417.37
762ig_resnext101_32x32d62.72508.66632224468.53
763xcit_tiny_24_p8_384_dist62.14511.6763238412.11
764volo_d5_22461.58516.46732224295.46
765vit_base_resnet50_38461.06391.432438498.95
766vit_base_r50_s16_38461.0391.7732438498.95
767swinv2_large_window12to16_192to256_22kft1k60.93391.35224256196.74
768xcit_medium_24_p8_22460.43526.1113222484.32
769xcit_medium_24_p8_224_dist60.03529.6523222484.32
770xcit_small_12_p8_384_dist57.75413.7632438426.21
771dm_nfnet_f357.26554.37532320254.92
772volo_d2_38455.56286.2471638458.87
773efficientnet_b654.98288.0031652843.04
774swinv2_cr_base_38454.71436.2652438487.88
775tf_efficientnet_b654.38291.3381652843.04
776tf_efficientnet_b6_ns54.21292.2411652843.04
777tf_efficientnet_b6_ap54.17292.4791652843.04
778efficientnetv2_xl53.77291.66616384208.12
779tf_efficientnetv2_xl_in21ft1k53.07295.61116384208.12
780convmixer_1536_2050.1957.2714822451.63
781swinv2_cr_huge_22449.51482.11424224657.83
782cait_s24_38449.37483.3312438447.06
783resnetrs42048.12489.424320191.89
784xcit_large_24_p16_384_dist45.6522.90924384189.1
785swin_large_patch4_window12_38441.65382.14516384196.74
786convnext_xlarge_384_in22ft1k40.18595.5124384350.2
787vit_huge_patch14_22439.94398.43616224632.05
788deit3_huge_patch14_224_in21ft1k38.36414.57816224632.13
789deit3_huge_patch14_22438.33414.85516224632.13
790nfnet_f436.85646.04724384316.07
791resnest269e35.75664.49924416110.93
792resnetv2_50x3_bitm34.88457.82216448217.32
793xcit_large_24_p8_224_dist33.7471.34416224188.93
794xcit_large_24_p8_22433.68471.51216224188.93
795resnetv2_152x2_bit_teacher_38432.69487.13816384236.34
796ig_resnext101_32x48d32.39492.41716224828.41
797swinv2_cr_large_38432.36491.83916384196.68
798cait_s36_38431.92497.4041638468.37
799efficientnet_b731.74248.492860066.35
800dm_nfnet_f431.4758.34924384316.07
801tf_efficientnet_b731.4251.12860066.35
802tf_efficientnet_b7_ns31.37251.394860066.35
803tf_efficientnet_b7_ap31.35251.548860066.35
804xcit_small_24_p8_384_dist29.2544.651638447.63
805vit_large_patch16_38429.07411.12712384304.72
806deit3_large_patch16_38428.22423.36512384304.76
807deit3_large_patch16_384_in21ft1k28.19423.82512384304.76
808swinv2_base_window12to24_192to384_22kft1k28.14423.9381238487.92
809beit_large_patch16_38425.12475.5612384305.0
810volo_d3_44823.79333.686844886.63
811nfnet_f522.84694.06716416377.21
812resnetv2_152x2_bitm22.69350.2368448236.34
813vit_giant_patch14_22422.29356.11382241012.61
814dm_nfnet_f520.95756.7216416377.21
815xcit_medium_24_p8_384_dist19.97397.272838484.32
816efficientnet_b819.9297.659667287.41
817tf_efficientnet_b8_ap19.66301.198667287.41
818tf_efficientnet_b819.65301.246667287.41
819nfnet_f618.5641.19312448438.36
820resnetv2_101x3_bitm18.0442.7428448387.93
821volo_d4_44816.87353.1546448193.41
822swinv2_large_window12to24_192to384_22kft1k16.59359.1876384196.74
823dm_nfnet_f615.07522.2618448438.36
824swinv2_cr_huge_38412.92461.9646384657.94
825nfnet_f712.67622.8618480499.5
826cait_m36_38411.76506.4396384271.22
827xcit_large_24_p8_384_dist11.53516.7556384188.93
828volo_d5_44811.08357.7834448295.91
829tf_efficientnet_l2_ns_47510.91360.8324475480.31
830beit_large_patch16_5129.42422.3334512305.67
831volo_d5_5127.72385.4623512296.09
832resnetv2_152x4_bitm4.91404.5292480936.53
833cait_m48_4484.71419.692448356.46
834efficientnet_l23.43285.8261800480.31
835tf_efficientnet_l2_ns3.42287.2471800480.31