| timm_index,model_name,params_mil,inference_ms | |
| 1,beit_base_patch16_224,86.530984,1031.654577 | |
| 3,beit_large_patch16_224,304.430568,3763.431823 | |
| 6,beitv2_base_patch16_224,86.530984,755.558914 | |
| 7,beitv2_large_patch16_224,304.430568,2427.587096 | |
| 10,caformer_b36,98.753614,957.603304 | |
| 11,caformer_m36,56.204878,555.574142 | |
| 12,caformer_s18,26.341656,319.680693 | |
| 13,caformer_s36,39.297102,583.463215 | |
| 16,cait_s24_224,46.9162,716.081992 | |
| 20,cait_xxs24_224,11.956264,168.346096 | |
| 22,cait_xxs36_224,17.29972,252.766187 | |
| 24,coat_lite_medium,44.571048,492.726667 | |
| 26,coat_lite_mini,11.01156,128.139938 | |
| 27,coat_lite_small,19.838504,229.761724 | |
| 28,coat_lite_tiny,5.72196,111.105854 | |
| 29,coat_mini,10.337004,424.465558 | |
| 30,coat_small,21.693908,928.182805 | |
| 31,coat_tiny,5.49854,483.722447 | |
| 32,coatnet_0_224,25.03682,410.938662 | |
| 33,coatnet_0_rw_224,27.435562,231.281168 | |
| 34,coatnet_1_224,42.225776,460.81174 | |
| 35,coatnet_1_rw_224,41.721502,409.629617 | |
| 36,coatnet_2_224,74.684744,743.558553 | |
| 37,coatnet_2_rw_224,73.8684,682.002742 | |
| 38,coatnet_3_224,166.966264,1868.878723 | |
| 39,coatnet_3_rw_224,181.805305,1509.485047 | |
| 40,coatnet_4_224,275.425288,7041.234678 | |
| 41,coatnet_5_224,687.472008,5285.586032 | |
| 42,coatnet_bn_0_rw_224,27.435562,365.258042 | |
| 43,coatnet_nano_cc_224,13.757328,153.976851 | |
| 44,coatnet_nano_rw_224,15.141244,156.36166 | |
| 45,coatnet_pico_rw_224,10.851364,222.975477 | |
| 46,coatnet_rmlp_0_rw_224,27.446074,412.565411 | |
| 47,coatnet_rmlp_1_rw2_224,41.724622,567.220439 | |
| 48,coatnet_rmlp_1_rw_224,41.691982,440.468546 | |
| 49,coatnet_rmlp_2_rw_224,73.881264,720.576188 | |
| 51,coatnet_rmlp_3_rw_224,165.152788,1366.37196 | |
| 52,coatnet_rmlp_nano_rw_224,15.145116,180.430115 | |
| 53,coatnext_nano_rw_224,14.701244,144.19049 | |
| 54,convformer_b36,99.882616,1033.900699 | |
| 55,convformer_m36,57.05164,553.333743 | |
| 56,convformer_s18,26.774448,197.628758 | |
| 57,convformer_s36,40.012152,373.338975 | |
| 58,convit_base,86.54004,785.621644 | |
| 59,convit_small,27.777322,317.285692 | |
| 60,convit_tiny,5.710512,116.560431 | |
| 61,convmixer_768_32,21.110248,785.6167 | |
| 62,convmixer_1024_20_ks9_p14,24.383464,340.416821 | |
| 63,convmixer_1536_20,51.62596,2569.01833 | |
| 64,convnext_atto,3.69552,44.721162 | |
| 65,convnext_atto_ols,3.702912,43.718567 | |
| 66,convnext_base,88.591464,631.619233 | |
| 67,convnext_femto,5.217784,59.156477 | |
| 68,convnext_femto_ols,5.22652,55.851427 | |
| 69,convnext_large,197.767336,1290.081337 | |
| 71,convnext_nano,15.59356,138.55911 | |
| 72,convnext_nano_ols,15.64956,133.848407 | |
| 73,convnext_pico,9.045672,84.858516 | |
| 74,convnext_pico_ols,9.061928,79.892076 | |
| 75,convnext_small,50.223688,361.632633 | |
| 76,convnext_tiny,28.589128,208.880341 | |
| 77,convnext_tiny_hnf,28.589128,198.647012 | |
| 78,convnext_xlarge,350.196968,2276.879801 | |
| 80,convnextv2_atto,3.7084,92.296916 | |
| 81,convnextv2_base,88.7178,1992.346025 | |
| 82,convnextv2_femto,5.23324,101.936035 | |
| 84,convnextv2_large,197.95684,1606.864034 | |
| 85,convnextv2_nano,15.6238,236.012017 | |
| 86,convnextv2_pico,9.06628,143.102165 | |
| 87,convnextv2_small,50.31844,600.105922 | |
| 88,convnextv2_tiny,28.635496,253.265121 | |
| 122,davit_base,87.954408,637.825892 | |
| 123,davit_giant,1406.47012,7169.772769 | |
| 124,davit_huge,348.922856,2450.916031 | |
| 125,davit_large,196.811752,1313.525191 | |
| 126,davit_small,49.745896,641.286583 | |
| 127,davit_tiny,28.360168,337.689047 | |
| 128,deit3_base_patch16_224,86.58532,590.062039 | |
| 130,deit3_huge_patch14_224,632.12644,5098.436181 | |
| 131,deit3_large_patch16_224,304.37476,2063.870309 | |
| 133,deit3_medium_patch16_224,38.849512,291.72418 | |
| 134,deit3_small_patch16_224,22.059496,289.112148 | |
| 136,deit_base_distilled_patch16_224,87.338192,576.356751 | |
| 138,deit_base_patch16_224,86.567656,568.975332 | |
| 140,deit_small_distilled_patch16_224,22.436432,172.911945 | |
| 141,deit_small_patch16_224,22.050664,181.460508 | |
| 142,deit_tiny_distilled_patch16_224,5.9108,64.926841 | |
| 143,deit_tiny_patch16_224,5.717416,59.062467 | |
| 144,densenet121,7.978856,169.139926 | |
| 145,densenet161,28.681,359.735224 | |
| 146,densenet169,14.14948,280.037935 | |
| 147,densenet201,20.013928,382.278453 | |
| 148,densenet264d,72.736216,653.745391 | |
| 149,densenetblur121d,7.998088,208.776708 | |
| 150,dla34,15.742104,133.317492 | |
| 151,dla46_c,1.3014,46.502349 | |
| 152,dla46x_c,1.06844,119.924938 | |
| 153,dla60,22.036632,190.53294 | |
| 154,dla60_res2net,20.848072,207.777246 | |
| 155,dla60_res2next,17.032984,198.363273 | |
| 156,dla60x,17.352344,209.771223 | |
| 157,dla60x_c,1.319832,65.547973 | |
| 158,dla102,33.268888,314.265742 | |
| 159,dla102x,26.309272,286.620548 | |
| 160,dla102x2,41.2822,429.157128 | |
| 161,dla169,53.38972,768.401631 | |
| 163,dm_nfnet_f1,132.634256,1060.18865 | |
| 169,dpn48b,9.126226,119.116971 | |
| 170,dpn68,12.611602,144.201709 | |
| 171,dpn68b,12.611602,141.957208 | |
| 172,dpn92,37.668392,338.524109 | |
| 173,dpn98,61.570728,510.305329 | |
| 174,dpn107,86.9178,762.765675 | |
| 175,dpn131,79.254504,1060.40087 | |
| 178,eca_nfnet_l0,24.143924,299.695109 | |
| 184,eca_vovnet39b,22.600316,278.591068 | |
| 186,ecaresnet50d,25.57635,205.316442 | |
| 187,ecaresnet50d_pruned,19.939713,158.210542 | |
| 189,ecaresnet101d,44.568563,354.209547 | |
| 190,ecaresnet101d_pruned,24.87604,248.406177 | |
| 193,ecaresnetlight,30.162046,197.13305 | |
| 194,ecaresnext26t_32x4d,15.40622,143.887281 | |
| 195,ecaresnext50t_32x4d,15.40622,143.348617 | |
| 201,efficientformer_l1,12.289928,102.511493 | |
| 202,efficientformer_l3,31.406,242.372081 | |
| 203,efficientformer_l7,82.229328,534.534259 | |
| 204,efficientformerv2_l,26.322288,272.603214 | |
| 205,efficientformerv2_s0,3.600256,94.629168 | |
| 206,efficientformerv2_s1,6.18556,91.296262 | |
| 207,efficientformerv2_s2,12.710112,164.179677 | |
| 208,efficientnet_b0,5.288548,65.485975 | |
| 209,efficientnet_b0_g8_gn,6.56266,88.841415 | |
| 210,efficientnet_b0_g16_evos,8.107756,115.603744 | |
| 211,efficientnet_b0_gn,5.288548,58.560354 | |
| 212,efficientnet_b1,7.794184,81.561833 | |
| 225,efficientnet_cc_b0_4e,13.314116,65.45088 | |
| 226,efficientnet_cc_b0_8e,24.013284,67.787076 | |
| 231,efficientnet_es,5.438392,94.791095 | |
| 232,efficientnet_es_pruned,5.438392,85.165418 | |
| 234,efficientnet_lite0,4.652008,39.494478 | |
| 243,efficientnetv2_rw_t,13.649388,129.774043 | |
| 246,efficientvit_b0,3.410008,29.751895 | |
| 247,efficientvit_b1,9.102024,59.675009 | |
| 248,efficientvit_b2,24.330712,128.69591 | |
| 249,efficientvit_b3,48.646056,255.04323 | |
| 250,efficientvit_l1,52.654088,294.364955 | |
| 251,efficientvit_l2,63.707016,377.96153 | |
| 252,efficientvit_l3,246.037288,1161.809152 | |
| 253,efficientvit_m0,2.349436,41.993679 | |
| 254,efficientvit_m1,2.98056,49.805561 | |
| 255,efficientvit_m2,4.187554,40.75151 | |
| 256,efficientvit_m3,6.900722,54.428579 | |
| 257,efficientvit_m4,8.804228,56.406473 | |
| 258,efficientvit_m5,12.473772,77.703069 | |
| 259,ese_vovnet19b_dw,6.54308,101.649899 | |
| 260,ese_vovnet19b_slim,3.166136,163.9845 | |
| 261,ese_vovnet19b_slim_dw,1.897752,59.610613 | |
| 262,ese_vovnet39b,24.568936,432.522317 | |
| 263,ese_vovnet39b_evos,24.579144,370.463459 | |
| 264,ese_vovnet57b,38.608936,337.51338 | |
| 265,ese_vovnet99b,63.199272,608.214362 | |
| 266,eva02_base_patch14_224,85.75872,783.024612 | |
| 268,eva02_base_patch16_clip_224,86.26304,610.801046 | |
| 270,eva02_large_patch14_224,303.2688,3018.038647 | |
| 272,eva02_large_patch14_clip_224,304.105152,3062.722442 | |
| 274,eva02_small_patch14_224,21.62112,270.386054 | |
| 276,eva02_tiny_patch14_224,5.502144,93.971732 | |
| 278,eva_giant_patch14_224,1012.555112,10172.602329 | |
| 281,eva_giant_patch14_clip_224,1012.588928,10438.125358 | |
| 291,fbnetc_100,5.5722,120.806198 | |
| 292,fbnetv3_b,8.598464,78.153982 | |
| 293,fbnetv3_d,10.306272,76.29229 | |
| 298,focalnet_base_lrf,88.749768,651.183258 | |
| 299,focalnet_base_srf,88.148144,614.586962 | |
| 300,focalnet_huge_fl3,745.276338,4295.937656 | |
| 301,focalnet_huge_fl4,686.460664,5439.20864 | |
| 304,focalnet_small_lrf,50.34244,422.266254 | |
| 305,focalnet_small_srf,49.891216,376.075116 | |
| 306,focalnet_tiny_lrf,28.647928,230.868265 | |
| 307,focalnet_tiny_srf,28.427116,213.33832 | |
| 310,gc_efficientnetv2_rw_t,13.677713,165.734514 | |
| 315,gcvit_base,90.320836,1193.030604 | |
| 316,gcvit_small,51.092173,744.12061 | |
| 317,gcvit_tiny,28.221974,342.9704 | |
| 318,gcvit_xtiny,19.981294,207.48467 | |
| 319,gcvit_xxtiny,11.995428,172.309213 | |
| 321,gernet_m,21.14292,146.752384 | |
| 322,gernet_s,8.173761,59.220805 | |
| 323,ghostnet_050,2.587292,51.708395 | |
| 324,ghostnet_100,5.182508,65.591314 | |
| 325,ghostnet_130,7.35882,67.673145 | |
| 326,ghostnetv2_100,6.156908,82.942069 | |
| 327,ghostnetv2_130,8.960404,97.569331 | |
| 328,ghostnetv2_160,12.392698,118.283884 | |
| 329,gmixer_12_224,12.70108,111.827317 | |
| 330,gmixer_24_224,24.721096,207.366298 | |
| 331,gmlp_b16_224,73.075392,615.308464 | |
| 332,gmlp_s16_224,19.422656,194.000594 | |
| 333,gmlp_ti16_224,5.867328,78.933239 | |
| 338,haloregnetz_b,11.680072,239.277074 | |
| 339,hardcorenas_a,5.260232,56.714212 | |
| 340,hardcorenas_b,5.176544,36.862001 | |
| 341,hardcorenas_c,5.521224,36.412163 | |
| 342,hardcorenas_d,7.500208,57.400281 | |
| 343,hardcorenas_e,8.070992,57.568721 | |
| 344,hardcorenas_f,8.199688,49.54608 | |
| 345,hgnet_base,71.578184,828.112709 | |
| 346,hgnet_small,24.360872,322.94213 | |
| 347,hgnet_tiny,14.735864,190.626447 | |
| 348,hgnetv2_b0,5.99655,45.326454 | |
| 349,hgnetv2_b1,6.343158,57.303624 | |
| 350,hgnetv2_b2,11.221356,86.344475 | |
| 351,hgnetv2_b3,16.292216,105.205678 | |
| 352,hgnetv2_b4,19.79668,152.037676 | |
| 353,hgnetv2_b5,39.569064,289.307212 | |
| 354,hgnetv2_b6,75.256776,935.629982 | |
| 355,hiera_base_224,51.524968,408.637032 | |
| 356,hiera_base_plus_224,69.896616,501.119133 | |
| 357,hiera_huge_224,672.779752,4197.93485 | |
| 358,hiera_large_224,213.739912,1804.86554 | |
| 359,hiera_small_224,35.008072,404.001688 | |
| 360,hiera_tiny_224,27.910216,196.543336 | |
| 361,hrnet_w18,21.299004,322.211797 | |
| 362,hrnet_w18_small,13.187464,110.594226 | |
| 363,hrnet_w18_small_v2,15.597464,187.771124 | |
| 364,hrnet_w18_ssld,21.295164,298.525495 | |
| 365,hrnet_w30,37.71222,445.535667 | |
| 366,hrnet_w32,41.23268,451.603323 | |
| 367,hrnet_w40,57.55716,591.457822 | |
| 368,hrnet_w44,67.064984,963.188401 | |
| 369,hrnet_w48,77.469864,926.236055 | |
| 370,hrnet_w48_ssld,77.466024,764.579817 | |
| 371,hrnet_w64,128.059944,1140.037877 | |
| 372,inception_next_base,86.672136,608.219339 | |
| 373,inception_next_small,49.374016,436.596574 | |
| 374,inception_next_tiny,28.05568,1219.449276 | |
| 382,lcnet_035,1.64437,16.518742 | |
| 383,lcnet_050,1.880856,15.101231 | |
| 384,lcnet_075,2.358288,20.115212 | |
| 385,lcnet_100,2.9538,25.813148 | |
| 386,lcnet_150,4.501112,31.019424 | |
| 387,legacy_senet154,115.088984,870.926081 | |
| 388,legacy_seresnet18,11.778592,104.4253 | |
| 389,legacy_seresnet34,21.958868,160.234826 | |
| 390,legacy_seresnet50,28.088024,195.804614 | |
| 391,legacy_seresnet101,49.326872,336.373522 | |
| 392,legacy_seresnet152,66.821848,791.675231 | |
| 393,legacy_seresnext26_32x4d,16.79028,209.145714 | |
| 394,legacy_seresnext50_32x4d,27.559896,317.841731 | |
| 395,legacy_seresnext101_32x4d,48.955416,372.109779 | |
| 397,levit_128,9.213936,47.094688 | |
| 398,levit_128s,7.777058,34.45656 | |
| 399,levit_192,10.947069,69.346763 | |
| 400,levit_256,18.893876,83.078451 | |
| 401,levit_256d,26.210788,97.595867 | |
| 402,levit_384,39.128836,139.981573 | |
| 403,levit_384_s8,39.11896,494.446819 | |
| 404,levit_512,95.1737,264.208272 | |
| 405,levit_512_s8,74.046696,920.649096 | |
| 406,levit_512d,92.497538,278.798645 | |
| 407,levit_conv_128,9.213936,41.190484 | |
| 408,levit_conv_128s,7.777058,30.869834 | |
| 409,levit_conv_192,10.947069,83.179189 | |
| 410,levit_conv_256,18.893876,109.789524 | |
| 411,levit_conv_256d,26.210788,136.158519 | |
| 412,levit_conv_384,39.128836,209.027657 | |
| 413,levit_conv_384_s8,39.11896,493.620695 | |
| 414,levit_conv_512,95.1737,255.087519 | |
| 415,levit_conv_512_s8,74.046696,878.250337 | |
| 416,levit_conv_512d,92.497538,261.724226 | |
| 417,maxvit_base_tf_224,119.467708,1509.676092 | |
| 420,maxvit_large_tf_224,211.78556,2283.446368 | |
| 425,maxvit_rmlp_base_rw_224,116.135788,1496.460143 | |
| 429,maxvit_rmlp_small_rw_224,64.895044,788.919697 | |
| 432,maxvit_small_tf_224,68.927956,702.271444 | |
| 436,maxvit_tiny_rw_224,29.057312,302.715792 | |