diff --git "a/README.md" "b/README.md" new file mode 100644--- /dev/null +++ "b/README.md" @@ -0,0 +1,1677 @@ +--- +pipeline_tag: image-classification +base_model: +- timm/convnext_nano.r384_ad_in12k +- timm/convnext_nano.r384_in12k +- timm/convnext_nano.r384_in12k_ft_in1k +- timm/convnext_zepto_rms.ra4_e3600_r224_in1k +- timm/convnext_zepto_rms_ols.ra4_e3600_r224_in1k +- timm/cs3darknet_focus_s.ra4_e3600_r256_in1k +- timm/efficientnet_b0.ra4_e3600_r224_in1k +- timm/efficientnet_b1.ra4_e3600_r240_in1k +- timm/ese_vovnet57b.ra4_e3600_r256_in1k +- timm/inception_next_atto.sail_in1k +- timm/mambaout_base.in1k +- timm/mambaout_base_plus_rw.sw_e150_in12k +- timm/mambaout_base_plus_rw.sw_e150_in12k_ft_in1k +- timm/mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k +- timm/mambaout_base_short_rw.sw_e500_in1k +- timm/mambaout_base_tall_rw.sw_e500_in1k +- timm/mambaout_base_wide_rw.sw_e500_in1k +- timm/mambaout_femto.in1k +- timm/mambaout_kobe.in1k +- timm/mambaout_small.in1k +- timm/mambaout_small_rw.sw_e450_in1k +- timm/mambaout_tiny.in1k +- timm/mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k +- timm/mobilenetv1_100.ra4_e3600_r224_in1k +- timm/mobilenetv1_100h.ra4_e3600_r224_in1k +- timm/mobilenetv1_125.ra4_e3600_r224_in1k +- timm/mobilenetv3_large_100.ra4_e3600_r224_in1k +- timm/mobilenetv3_large_150d.ra4_e3600_r256_in1k +- timm/mobilenetv4_conv_aa_large.e230_r384_in12k +- timm/mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k +- timm/mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k +- timm/mobilenetv4_conv_aa_large.e600_r384_in1k +- timm/mobilenetv4_conv_blur_medium.e500_r224_in1k +- timm/mobilenetv4_conv_large.e500_r256_in1k +- timm/mobilenetv4_conv_large.e600_r384_in1k +- timm/mobilenetv4_conv_medium.e180_ad_r384_in12k +- timm/mobilenetv4_conv_medium.e180_r384_in12k +- timm/mobilenetv4_conv_medium.e250_r384_in12k +- timm/mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k +- timm/mobilenetv4_conv_medium.e500_r224_in1k +- timm/mobilenetv4_conv_medium.e500_r256_in1k +- timm/mobilenetv4_conv_small.e1200_r224_in1k +- timm/mobilenetv4_conv_small.e2400_r224_in1k +- timm/mobilenetv4_conv_small.e3600_r256_in1k +- timm/mobilenetv4_conv_small_050.e3000_r224_in1k +- timm/mobilenetv4_hybrid_large.e600_r384_in1k +- timm/mobilenetv4_hybrid_large.ix_e600_r384_in1k +- timm/mobilenetv4_hybrid_medium.e200_r256_in12k +- timm/mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k +- timm/mobilenetv4_hybrid_medium.e500_r224_in1k +- timm/mobilenetv4_hybrid_medium.ix_e550_r256_in1k +- timm/mobilenetv4_hybrid_medium.ix_e550_r384_in1k +- timm/resnet18d.ra4_e3600_r224_in1k +- timm/resnet34.ra4_e3600_r224_in1k +- timm/resnet50_clip_gap.cc12m +- timm/resnet50_clip_gap.openai +- timm/resnet50_clip_gap.yfcc15m +- timm/resnet50d.ra4_e3600_r224_in1k +- timm/resnet50x4_clip_gap.openai +- timm/resnet50x16_clip_gap.openai +- timm/resnet101_clip_gap.openai +- timm/resnet101_clip_gap.yfcc15m +- timm/resnetv2_18.ra4_e3600_r224_in1k +- timm/resnetv2_18d.ra4_e3600_r224_in1k +- timm/resnetv2_34.ra4_e3600_r224_in1k +- timm/resnetv2_34d.ra4_e3600_r224_in1k +- timm/resnetv2_34d.ra4_e3600_r384_in1k +- timm/test_byobnet.r160_in1k +- timm/test_convnext2.r160_in1k +- timm/test_convnext3.r160_in1k +- timm/test_convnext.r160_in1k +- timm/test_efficientnet.r160_in1k +- timm/test_efficientnet_evos.r160_in1k +- timm/test_efficientnet_gn.r160_in1k +- timm/test_efficientnet_ln.r160_in1k +- timm/test_nfnet.r160_in1k +- timm/test_resnet.r160_in1k +- timm/test_vit2.r160_in1k +- timm/test_vit3.r160_in1k +- timm/test_vit.r160_in1k +- timm/vit_base_patch16_siglip_224.webli +- timm/vit_base_patch16_siglip_256.webli +- timm/vit_base_patch16_siglip_256.webli_i18n +- timm/vit_base_patch16_siglip_384.webli +- timm/vit_base_patch16_siglip_512.webli +- timm/vit_base_patch16_siglip_gap_224.webli +- timm/vit_base_patch16_siglip_gap_256.webli +- timm/vit_base_patch16_siglip_gap_256.webli_i18n +- timm/vit_base_patch16_siglip_gap_384.webli +- timm/vit_base_patch16_siglip_gap_512.webli +- timm/vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k +- timm/vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k +- timm/vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k +- timm/vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k +- timm/vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k +- timm/vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k +- timm/vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k +- timm/vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k +- timm/vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k +- timm/vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k +language: +- en +tags: +- timm +- image +- dghs-realutils +library_name: dghs-imgutils +--- + +ONNX export version from [TIMM](https://huggingface.co/timm). + +# Models + +1139 models exported from TIMM in total. + +## Beit + +6 models with model class `Beit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:--------|:------------------------|:-------------| +| [beit_base_patch16_384.in22k_ft_in22k_in1k](https://huggingface.co/timm/beit_base_patch16_384.in22k_ft_in22k_in1k) | 65.1M | 37.1G | 384 | True | 768 | 1000 | imagenet-1k | Beit | beit_base_patch16_384 | 2022-12-23 | +| [beitv2_base_patch16_224.in1k_ft_in22k](https://huggingface.co/timm/beitv2_base_patch16_224.in1k_ft_in22k) | 81.1M | 12.7G | 224 | True | 768 | 21841 | imagenet-22k | Beit | beitv2_base_patch16_224 | 2022-12-23 | +| [beit_base_patch16_224.in22k_ft_in22k](https://huggingface.co/timm/beit_base_patch16_224.in22k_ft_in22k) | 81.1M | 12.7G | 224 | True | 768 | 21841 | imagenet-22k | Beit | beit_base_patch16_224 | 2022-12-23 | +| [beitv2_base_patch16_224.in1k_ft_in1k](https://huggingface.co/timm/beitv2_base_patch16_224.in1k_ft_in1k) | 65.1M | 12.7G | 224 | True | 768 | 1000 | imagenet-1k | Beit | beitv2_base_patch16_224 | 2023-05-09 | +| [beitv2_base_patch16_224.in1k_ft_in22k_in1k](https://huggingface.co/timm/beitv2_base_patch16_224.in1k_ft_in22k_in1k) | 65.1M | 12.7G | 224 | True | 768 | 1000 | imagenet-1k | Beit | beitv2_base_patch16_224 | 2022-12-23 | +| [beit_base_patch16_224.in22k_ft_in22k_in1k](https://huggingface.co/timm/beit_base_patch16_224.in22k_ft_in22k_in1k) | 65.1M | 12.7G | 224 | True | 768 | 1000 | imagenet-1k | Beit | beit_base_patch16_224 | 2022-12-23 | + +## ByobNet + +69 models with model class `ByobNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:-----------------------|:-------------| +| [repvgg_d2se.rvgg_in1k](https://huggingface.co/timm/repvgg_d2se.rvgg_in1k) | 133.2M | 74.4G | 320 | True | 2560 | 1000 | imagenet-1k | ByobNet | repvgg_d2se | 2023-08-24 | +| [resnet50x16_clip_gap.openai](https://huggingface.co/timm/resnet50x16_clip_gap.openai) | 136.0M | 70.1G | 384 | False | 3072 | 3072 | | ByobNet | resnet50x16_clip_gap | 2024-12-27 | +| [repvgg_b3.rvgg_in1k](https://huggingface.co/timm/repvgg_b3.rvgg_in1k) | 123.0M | 29.1G | 224 | True | 2560 | 1000 | imagenet-1k | ByobNet | repvgg_b3 | 2023-03-22 | +| [repvgg_b2.rvgg_in1k](https://huggingface.co/timm/repvgg_b2.rvgg_in1k) | 88.9M | 20.4G | 224 | True | 2560 | 1000 | imagenet-1k | ByobNet | repvgg_b2 | 2023-03-22 | +| [resnet50x4_clip_gap.openai](https://huggingface.co/timm/resnet50x4_clip_gap.openai) | 65.5M | 19.5G | 288 | False | 2560 | 2560 | | ByobNet | resnet50x4_clip_gap | 2024-12-27 | +| [repvgg_b3g4.rvgg_in1k](https://huggingface.co/timm/repvgg_b3g4.rvgg_in1k) | 83.7M | 17.8G | 224 | True | 2560 | 1000 | imagenet-1k | ByobNet | repvgg_b3g4 | 2023-03-22 | +| [mobilevitv2_200.cvnets_in22k_ft_in1k_384](https://huggingface.co/timm/mobilevitv2_200.cvnets_in22k_ft_in1k_384) | 18.4M | 16.1G | 384 | True | 1024 | 1000 | imagenet-1k | ByobNet | mobilevitv2_200 | 2023-04-25 | +| [repvgg_b1.rvgg_in1k](https://huggingface.co/timm/repvgg_b1.rvgg_in1k) | 57.3M | 13.1G | 224 | True | 2048 | 1000 | imagenet-1k | ByobNet | repvgg_b1 | 2023-03-22 | +| [repvgg_b2g4.rvgg_in1k](https://huggingface.co/timm/repvgg_b2g4.rvgg_in1k) | 61.7M | 12.6G | 224 | True | 2560 | 1000 | imagenet-1k | ByobNet | repvgg_b2g4 | 2023-03-22 | +| [mobilevitv2_175.cvnets_in22k_ft_in1k_384](https://huggingface.co/timm/mobilevitv2_175.cvnets_in22k_ft_in1k_384) | 14.2M | 12.3G | 384 | True | 896 | 1000 | imagenet-1k | ByobNet | mobilevitv2_175 | 2023-04-25 | +| [regnetz_e8.ra3_in1k](https://huggingface.co/timm/regnetz_e8.ra3_in1k) | 57.5M | 9.8G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | regnetz_e8 | 2023-03-22 | +| [mobilevitv2_150.cvnets_in22k_ft_in1k_384](https://huggingface.co/timm/mobilevitv2_150.cvnets_in22k_ft_in1k_384) | 10.6M | 9.1G | 384 | True | 768 | 1000 | imagenet-1k | ByobNet | mobilevitv2_150 | 2023-04-25 | +| [resnet101_clip_gap.yfcc15m](https://huggingface.co/timm/resnet101_clip_gap.yfcc15m) | 42.4M | 9.1G | 224 | False | 2048 | 2048 | | ByobNet | resnet101_clip_gap | 2024-12-27 | +| [resnet101_clip_gap.openai](https://huggingface.co/timm/resnet101_clip_gap.openai) | 42.4M | 9.1G | 224 | False | 2048 | 2048 | | ByobNet | resnet101_clip_gap | 2024-12-27 | +| [repvgg_b1g4.rvgg_in1k](https://huggingface.co/timm/repvgg_b1g4.rvgg_in1k) | 39.9M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ByobNet | repvgg_b1g4 | 2023-03-22 | +| [resnet61q.ra2_in1k](https://huggingface.co/timm/resnet61q.ra2_in1k) | 36.7M | 7.8G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | resnet61q | 2023-03-22 | +| [mobilevitv2_200.cvnets_in22k_ft_in1k](https://huggingface.co/timm/mobilevitv2_200.cvnets_in22k_ft_in1k) | 18.4M | 7.2G | 256 | True | 1024 | 1000 | imagenet-1k | ByobNet | mobilevitv2_200 | 2023-04-25 | +| [mobilevitv2_200.cvnets_in1k](https://huggingface.co/timm/mobilevitv2_200.cvnets_in1k) | 18.4M | 7.2G | 256 | True | 1024 | 1000 | imagenet-1k | ByobNet | mobilevitv2_200 | 2023-04-25 | +| [resnet51q.ra2_in1k](https://huggingface.co/timm/resnet51q.ra2_in1k) | 35.6M | 6.3G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | resnet51q | 2023-03-22 | +| [regnetz_d32.ra3_in1k](https://huggingface.co/timm/regnetz_d32.ra3_in1k) | 27.5M | 5.9G | 256 | True | 1792 | 1000 | imagenet-1k | ByobNet | regnetz_d32 | 2023-03-22 | +| [repvgg_a2.rvgg_in1k](https://huggingface.co/timm/repvgg_a2.rvgg_in1k) | 28.2M | 5.7G | 224 | True | 1408 | 1000 | imagenet-1k | ByobNet | repvgg_a2 | 2023-03-22 | +| [mobilevitv2_175.cvnets_in22k_ft_in1k](https://huggingface.co/timm/mobilevitv2_175.cvnets_in22k_ft_in1k) | 14.2M | 5.5G | 256 | True | 896 | 1000 | imagenet-1k | ByobNet | mobilevitv2_175 | 2023-04-25 | +| [mobilevitv2_175.cvnets_in1k](https://huggingface.co/timm/mobilevitv2_175.cvnets_in1k) | 14.2M | 5.5G | 256 | True | 896 | 1000 | imagenet-1k | ByobNet | mobilevitv2_175 | 2023-04-25 | +| [gcresnet50t.ra2_in1k](https://huggingface.co/timm/gcresnet50t.ra2_in1k) | 25.8M | 5.4G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | gcresnet50t | 2023-03-22 | +| [resnet50_clip_gap.yfcc15m](https://huggingface.co/timm/resnet50_clip_gap.yfcc15m) | 23.5M | 5.4G | 224 | False | 2048 | 2048 | | ByobNet | resnet50_clip_gap | 2024-12-27 | +| [resnet50_clip_gap.openai](https://huggingface.co/timm/resnet50_clip_gap.openai) | 23.5M | 5.4G | 224 | False | 2048 | 2048 | | ByobNet | resnet50_clip_gap | 2024-12-27 | +| [resnet50_clip_gap.cc12m](https://huggingface.co/timm/resnet50_clip_gap.cc12m) | 23.5M | 5.4G | 224 | False | 2048 | 2048 | | ByobNet | resnet50_clip_gap | 2024-12-27 | +| [lambda_resnet50ts.a1h_in1k](https://huggingface.co/timm/lambda_resnet50ts.a1h_in1k) | 21.5M | 5.0G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | lambda_resnet50ts | 2023-04-27 | +| [gcresnet33ts.ra2_in1k](https://huggingface.co/timm/gcresnet33ts.ra2_in1k) | 19.8M | 4.7G | 256 | True | 1280 | 1000 | imagenet-1k | ByobNet | gcresnet33ts | 2023-03-22 | +| [seresnet33ts.ra2_in1k](https://huggingface.co/timm/seresnet33ts.ra2_in1k) | 19.7M | 4.7G | 256 | True | 1280 | 1000 | imagenet-1k | ByobNet | seresnet33ts | 2023-03-22 | +| [eca_resnet33ts.ra2_in1k](https://huggingface.co/timm/eca_resnet33ts.ra2_in1k) | 19.6M | 4.7G | 256 | True | 1280 | 1000 | imagenet-1k | ByobNet | eca_resnet33ts | 2023-03-22 | +| [resnet33ts.ra2_in1k](https://huggingface.co/timm/resnet33ts.ra2_in1k) | 19.6M | 4.7G | 256 | True | 1280 | 1000 | imagenet-1k | ByobNet | resnet33ts | 2023-03-22 | +| [resnet32ts.ra2_in1k](https://huggingface.co/timm/resnet32ts.ra2_in1k) | 17.9M | 4.6G | 256 | True | 1536 | 1000 | imagenet-1k | ByobNet | resnet32ts | 2023-03-22 | +| [gernet_l.idstcv_in1k](https://huggingface.co/timm/gernet_l.idstcv_in1k) | 31.0M | 4.6G | 256 | True | 2560 | 1000 | imagenet-1k | ByobNet | gernet_l | 2023-03-22 | +| [regnetz_d8_evos.ch_in1k](https://huggingface.co/timm/regnetz_d8_evos.ch_in1k) | 23.3M | 4.5G | 256 | True | 1792 | 1000 | imagenet-1k | ByobNet | regnetz_d8_evos | 2023-03-22 | +| [mobilevitv2_150.cvnets_in22k_ft_in1k](https://huggingface.co/timm/mobilevitv2_150.cvnets_in22k_ft_in1k) | 10.6M | 4.0G | 256 | True | 768 | 1000 | imagenet-1k | ByobNet | mobilevitv2_150 | 2023-04-25 | +| [mobilevitv2_150.cvnets_in1k](https://huggingface.co/timm/mobilevitv2_150.cvnets_in1k) | 10.6M | 4.0G | 256 | True | 768 | 1000 | imagenet-1k | ByobNet | mobilevitv2_150 | 2023-04-25 | +| [regnetz_d8.ra3_in1k](https://huggingface.co/timm/regnetz_d8.ra3_in1k) | 23.3M | 3.9G | 256 | True | 1792 | 1000 | imagenet-1k | ByobNet | regnetz_d8 | 2023-03-22 | +| [gcresnext50ts.ch_in1k](https://huggingface.co/timm/gcresnext50ts.ch_in1k) | 15.6M | 3.7G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | gcresnext50ts | 2023-03-22 | +| [sebotnet33ts_256.a1h_in1k](https://huggingface.co/timm/sebotnet33ts_256.a1h_in1k) | 13.6M | 3.5G | 256 | True | 1280 | 1000 | imagenet-1k | ByobNet | sebotnet33ts_256 | 2023-04-27 | +| [repvgg_b0.rvgg_in1k](https://huggingface.co/timm/repvgg_b0.rvgg_in1k) | 15.8M | 3.4G | 224 | True | 1280 | 1000 | imagenet-1k | ByobNet | repvgg_b0 | 2023-03-22 | +| [botnet26t_256.c1_in1k](https://huggingface.co/timm/botnet26t_256.c1_in1k) | 12.4M | 3.2G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | botnet26t_256 | 2023-04-27 | +| [gernet_m.idstcv_in1k](https://huggingface.co/timm/gernet_m.idstcv_in1k) | 21.1M | 3.0G | 224 | True | 2560 | 1000 | imagenet-1k | ByobNet | gernet_m | 2023-03-22 | +| [lambda_resnet26t.c1_in1k](https://huggingface.co/timm/lambda_resnet26t.c1_in1k) | 10.9M | 3.0G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | lambda_resnet26t | 2023-04-27 | +| [mobileone_s4.apple_in1k](https://huggingface.co/timm/mobileone_s4.apple_in1k) | 14.8M | 3.0G | 224 | True | 2048 | 1000 | imagenet-1k | ByobNet | mobileone_s4 | 2023-08-24 | +| [lambda_resnet26rpt_256.c1_in1k](https://huggingface.co/timm/lambda_resnet26rpt_256.c1_in1k) | 10.9M | 2.9G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | lambda_resnet26rpt_256 | 2023-04-27 | +| [mobilevitv2_125.cvnets_in1k](https://huggingface.co/timm/mobilevitv2_125.cvnets_in1k) | 7.4M | 2.8G | 256 | True | 640 | 1000 | imagenet-1k | ByobNet | mobilevitv2_125 | 2023-04-25 | +| [repvgg_a1.rvgg_in1k](https://huggingface.co/timm/repvgg_a1.rvgg_in1k) | 14.1M | 2.6G | 224 | True | 1280 | 1000 | imagenet-1k | ByobNet | repvgg_a1 | 2023-08-24 | +| [regnetz_c16_evos.ch_in1k](https://huggingface.co/timm/regnetz_c16_evos.ch_in1k) | 13.4M | 2.5G | 256 | True | 1536 | 1000 | imagenet-1k | ByobNet | regnetz_c16_evos | 2023-03-22 | +| [regnetz_c16.ra3_in1k](https://huggingface.co/timm/regnetz_c16.ra3_in1k) | 13.4M | 2.5G | 256 | True | 1536 | 1000 | imagenet-1k | ByobNet | regnetz_c16 | 2023-03-22 | +| [gcresnext26ts.ch_in1k](https://huggingface.co/timm/gcresnext26ts.ch_in1k) | 10.4M | 2.4G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | gcresnext26ts | 2023-03-22 | +| [seresnext26ts.ch_in1k](https://huggingface.co/timm/seresnext26ts.ch_in1k) | 10.4M | 2.4G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | seresnext26ts | 2023-03-22 | +| [eca_resnext26ts.ch_in1k](https://huggingface.co/timm/eca_resnext26ts.ch_in1k) | 10.3M | 2.4G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | eca_resnext26ts | 2023-03-22 | +| [resnext26ts.ra2_in1k](https://huggingface.co/timm/resnext26ts.ra2_in1k) | 10.3M | 2.4G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | resnext26ts | 2023-03-22 | +| [eca_botnext26ts_256.c1_in1k](https://huggingface.co/timm/eca_botnext26ts_256.c1_in1k) | 10.6M | 2.4G | 256 | True | 2048 | 1000 | imagenet-1k | ByobNet | eca_botnext26ts_256 | 2023-04-27 | +| [mobileone_s3.apple_in1k](https://huggingface.co/timm/mobileone_s3.apple_in1k) | 10.1M | 1.9G | 224 | True | 2048 | 1000 | imagenet-1k | ByobNet | mobileone_s3 | 2023-08-24 | +| [mobilevit_s.cvnets_in1k](https://huggingface.co/timm/mobilevit_s.cvnets_in1k) | 5.6M | 1.8G | 256 | True | 640 | 1000 | imagenet-1k | ByobNet | mobilevit_s | 2023-04-25 | +| [mobilevitv2_100.cvnets_in1k](https://huggingface.co/timm/mobilevitv2_100.cvnets_in1k) | 4.9M | 1.8G | 256 | True | 512 | 1000 | imagenet-1k | ByobNet | mobilevitv2_100 | 2023-04-25 | +| [repvgg_a0.rvgg_in1k](https://huggingface.co/timm/repvgg_a0.rvgg_in1k) | 9.1M | 1.5G | 224 | True | 1280 | 1000 | imagenet-1k | ByobNet | repvgg_a0 | 2023-08-24 | +| [regnetz_b16.ra3_in1k](https://huggingface.co/timm/regnetz_b16.ra3_in1k) | 9.7M | 1.4G | 224 | True | 1536 | 1000 | imagenet-1k | ByobNet | regnetz_b16 | 2023-03-22 | +| [mobileone_s2.apple_in1k](https://huggingface.co/timm/mobileone_s2.apple_in1k) | 7.8M | 1.3G | 224 | True | 2048 | 1000 | imagenet-1k | ByobNet | mobileone_s2 | 2023-08-24 | +| [mobileone_s0.apple_in1k](https://huggingface.co/timm/mobileone_s0.apple_in1k) | 5.2M | 1.1G | 224 | True | 1024 | 1000 | imagenet-1k | ByobNet | mobileone_s0 | 2023-08-24 | +| [mobilevitv2_075.cvnets_in1k](https://huggingface.co/timm/mobilevitv2_075.cvnets_in1k) | 2.8M | 1.0G | 256 | True | 384 | 1000 | imagenet-1k | ByobNet | mobilevitv2_075 | 2023-04-25 | +| [mobilevit_xs.cvnets_in1k](https://huggingface.co/timm/mobilevit_xs.cvnets_in1k) | 2.3M | 912.0M | 256 | True | 384 | 1000 | imagenet-1k | ByobNet | mobilevit_xs | 2023-04-25 | +| [mobileone_s1.apple_in1k](https://huggingface.co/timm/mobileone_s1.apple_in1k) | 4.8M | 830.1M | 224 | True | 1280 | 1000 | imagenet-1k | ByobNet | mobileone_s1 | 2023-08-24 | +| [gernet_s.idstcv_in1k](https://huggingface.co/timm/gernet_s.idstcv_in1k) | 8.1M | 744.2M | 224 | True | 1920 | 1000 | imagenet-1k | ByobNet | gernet_s | 2023-03-22 | +| [mobilevitv2_050.cvnets_in1k](https://huggingface.co/timm/mobilevitv2_050.cvnets_in1k) | 1.4M | 464.6M | 256 | True | 256 | 1000 | imagenet-1k | ByobNet | mobilevitv2_050 | 2023-04-25 | +| [mobilevit_xxs.cvnets_in1k](https://huggingface.co/timm/mobilevit_xxs.cvnets_in1k) | 1.3M | 331.4M | 256 | True | 320 | 1000 | imagenet-1k | ByobNet | mobilevit_xxs | 2023-04-25 | +| [test_byobnet.r160_in1k](https://huggingface.co/timm/test_byobnet.r160_in1k) | 454.5K | 31.2M | 160 | True | 256 | 1000 | imagenet-1k | ByobNet | test_byobnet | 2024-07-23 | + +## Cait + +9 models with model class `Cait`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [cait_m36_384.fb_dist_in1k](https://huggingface.co/timm/cait_m36_384.fb_dist_in1k) | 270.7M | 154.7G | 384 | True | 768 | 1000 | imagenet-1k | Cait | cait_m36_384 | 2023-04-13 | +| [cait_s36_384.fb_dist_in1k](https://huggingface.co/timm/cait_s36_384.fb_dist_in1k) | 68.1M | 38.8G | 384 | True | 384 | 1000 | imagenet-1k | Cait | cait_s36_384 | 2023-04-13 | +| [cait_s24_384.fb_dist_in1k](https://huggingface.co/timm/cait_s24_384.fb_dist_in1k) | 46.8M | 26.0G | 384 | True | 384 | 1000 | imagenet-1k | Cait | cait_s24_384 | 2023-04-13 | +| [cait_xs24_384.fb_dist_in1k](https://huggingface.co/timm/cait_xs24_384.fb_dist_in1k) | 26.5M | 14.7G | 384 | True | 288 | 1000 | imagenet-1k | Cait | cait_xs24_384 | 2023-04-13 | +| [cait_xxs36_384.fb_dist_in1k](https://huggingface.co/timm/cait_xxs36_384.fb_dist_in1k) | 17.2M | 9.8G | 384 | True | 192 | 1000 | imagenet-1k | Cait | cait_xxs36_384 | 2023-04-13 | +| [cait_s24_224.fb_dist_in1k](https://huggingface.co/timm/cait_s24_224.fb_dist_in1k) | 46.8M | 8.6G | 224 | True | 384 | 1000 | imagenet-1k | Cait | cait_s24_224 | 2023-04-13 | +| [cait_xxs24_384.fb_dist_in1k](https://huggingface.co/timm/cait_xxs24_384.fb_dist_in1k) | 11.9M | 6.6G | 384 | True | 192 | 1000 | imagenet-1k | Cait | cait_xxs24_384 | 2023-04-13 | +| [cait_xxs36_224.fb_dist_in1k](https://huggingface.co/timm/cait_xxs36_224.fb_dist_in1k) | 17.2M | 3.2G | 224 | True | 192 | 1000 | imagenet-1k | Cait | cait_xxs36_224 | 2023-04-13 | +| [cait_xxs24_224.fb_dist_in1k](https://huggingface.co/timm/cait_xxs24_224.fb_dist_in1k) | 11.9M | 2.2G | 224 | True | 192 | 1000 | imagenet-1k | Cait | cait_xxs24_224 | 2023-04-13 | + +## ConVit + +3 models with model class `ConVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [convit_base.fb_in1k](https://huggingface.co/timm/convit_base.fb_in1k) | 86.4M | 16.8G | 224 | True | 768 | 1000 | imagenet-1k | ConVit | convit_base | 2023-04-24 | +| [convit_small.fb_in1k](https://huggingface.co/timm/convit_small.fb_in1k) | 27.7M | 5.3G | 224 | True | 432 | 1000 | imagenet-1k | ConVit | convit_small | 2023-04-24 | +| [convit_tiny.fb_in1k](https://huggingface.co/timm/convit_tiny.fb_in1k) | 5.7M | 1.1G | 224 | True | 192 | 1000 | imagenet-1k | ConVit | convit_tiny | 2023-04-24 | + +## ConvMixer + +3 models with model class `ConvMixer`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:----------|:--------------------------|:-------------| +| [convmixer_1536_20.in1k](https://huggingface.co/timm/convmixer_1536_20.in1k) | 51.6M | 51.4G | 224 | True | 1536 | 1000 | imagenet-1k | ConvMixer | convmixer_1536_20 | 2023-04-24 | +| [convmixer_768_32.in1k](https://huggingface.co/timm/convmixer_768_32.in1k) | 21.1M | 20.9G | 224 | True | 768 | 1000 | imagenet-1k | ConvMixer | convmixer_768_32 | 2023-04-24 | +| [convmixer_1024_20_ks9_p14.in1k](https://huggingface.co/timm/convmixer_1024_20_ks9_p14.in1k) | 24.4M | 6.0G | 224 | True | 1024 | 1000 | imagenet-1k | ConvMixer | convmixer_1024_20_ks9_p14 | 2023-04-24 | + +## ConvNeXt + +75 models with model class `ConvNeXt`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:---------|:-----------------------|:-------------| +| [convnext_large_mlp.clip_laion2b_soup_ft_in12k_384](https://huggingface.co/timm/convnext_large_mlp.clip_laion2b_soup_ft_in12k_384) | 216.7M | 101.0G | 384 | True | 1536 | 11821 | imagenet-12k | ConvNeXt | convnext_large_mlp | 2023-04-01 | +| [convnext_large_mlp.clip_laion2b_augreg_ft_in12k_384](https://huggingface.co/timm/convnext_large_mlp.clip_laion2b_augreg_ft_in12k_384) | 216.7M | 101.0G | 384 | True | 1536 | 11821 | imagenet-12k | ConvNeXt | convnext_large_mlp | 2023-04-01 | +| [convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384](https://huggingface.co/timm/convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_384) | 200.0M | 101.0G | 384 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnext_large_mlp | 2023-04-01 | +| [convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384](https://huggingface.co/timm/convnext_large_mlp.clip_laion2b_augreg_ft_in1k_384) | 200.0M | 101.0G | 384 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnext_large_mlp | 2023-02-07 | +| [convnextv2_large.fcmae_ft_in22k_in1k_384](https://huggingface.co/timm/convnextv2_large.fcmae_ft_in22k_in1k_384) | 197.7M | 101.0G | 384 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnextv2_large | 2023-01-05 | +| [convnext_large.fb_in22k_ft_in1k_384](https://huggingface.co/timm/convnext_large.fb_in22k_ft_in1k_384) | 197.7M | 101.0G | 384 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnext_large | 2022-12-13 | +| [convnext_large_mlp.clip_laion2b_soup_ft_in12k_320](https://huggingface.co/timm/convnext_large_mlp.clip_laion2b_soup_ft_in12k_320) | 216.7M | 70.1G | 320 | True | 1536 | 11821 | imagenet-12k | ConvNeXt | convnext_large_mlp | 2023-04-01 | +| [convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320](https://huggingface.co/timm/convnext_large_mlp.clip_laion2b_soup_ft_in12k_in1k_320) | 200.0M | 70.1G | 320 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnext_large_mlp | 2023-04-01 | +| [convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384](https://huggingface.co/timm/convnext_base.clip_laion2b_augreg_ft_in12k_in1k_384) | 88.5M | 45.1G | 384 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnext_base | 2023-04-01 | +| [convnext_base.clip_laiona_augreg_ft_in1k_384](https://huggingface.co/timm/convnext_base.clip_laiona_augreg_ft_in1k_384) | 88.5M | 45.1G | 384 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnext_base | 2023-02-04 | +| [convnextv2_base.fcmae_ft_in22k_in1k_384](https://huggingface.co/timm/convnextv2_base.fcmae_ft_in22k_in1k_384) | 88.5M | 45.1G | 384 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnextv2_base | 2023-01-05 | +| [convnext_base.fb_in22k_ft_in1k_384](https://huggingface.co/timm/convnext_base.fb_in22k_ft_in1k_384) | 88.5M | 45.1G | 384 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnext_base | 2022-12-13 | +| [convnext_large_mlp.clip_laion2b_augreg_ft_in1k](https://huggingface.co/timm/convnext_large_mlp.clip_laion2b_augreg_ft_in1k) | 200.0M | 44.9G | 256 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnext_large_mlp | 2023-02-04 | +| [convnext_large.fb_in22k](https://huggingface.co/timm/convnext_large.fb_in22k) | 229.7M | 34.4G | 224 | True | 1536 | 21841 | imagenet-22k | ConvNeXt | convnext_large | 2022-12-13 | +| [convnextv2_large.fcmae_ft_in22k_in1k](https://huggingface.co/timm/convnextv2_large.fcmae_ft_in22k_in1k) | 197.7M | 34.4G | 224 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnextv2_large | 2023-01-05 | +| [convnextv2_large.fcmae_ft_in1k](https://huggingface.co/timm/convnextv2_large.fcmae_ft_in1k) | 197.7M | 34.4G | 224 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnextv2_large | 2023-01-05 | +| [convnext_large.fb_in22k_ft_in1k](https://huggingface.co/timm/convnext_large.fb_in22k_ft_in1k) | 197.7M | 34.4G | 224 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnext_large | 2022-12-13 | +| [convnext_large.fb_in1k](https://huggingface.co/timm/convnext_large.fb_in1k) | 197.7M | 34.4G | 224 | True | 1536 | 1000 | imagenet-1k | ConvNeXt | convnext_large | 2022-12-13 | +| [convnextv2_large.fcmae](https://huggingface.co/timm/convnextv2_large.fcmae) | 196.1M | 34.4G | 224 | False | 1536 | 1536 | | ConvNeXt | convnextv2_large | 2023-01-05 | +| [convnext_small.in12k_ft_in1k_384](https://huggingface.co/timm/convnext_small.in12k_ft_in1k_384) | 50.2M | 25.5G | 384 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_small | 2023-01-19 | +| [convnext_small.fb_in22k_ft_in1k_384](https://huggingface.co/timm/convnext_small.fb_in22k_ft_in1k_384) | 50.2M | 25.5G | 384 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_small | 2022-12-13 | +| [convnext_base.clip_laion2b_augreg_ft_in12k](https://huggingface.co/timm/convnext_base.clip_laion2b_augreg_ft_in12k) | 99.6M | 20.1G | 256 | True | 1024 | 11821 | imagenet-12k | ConvNeXt | convnext_base | 2023-04-01 | +| [convnext_base.clip_laion2b_augreg_ft_in12k_in1k](https://huggingface.co/timm/convnext_base.clip_laion2b_augreg_ft_in12k_in1k) | 88.5M | 20.1G | 256 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnext_base | 2023-04-01 | +| [convnext_base.clip_laion2b_augreg_ft_in1k](https://huggingface.co/timm/convnext_base.clip_laion2b_augreg_ft_in1k) | 88.5M | 20.1G | 256 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnext_base | 2023-02-04 | +| [convnext_base.fb_in22k](https://huggingface.co/timm/convnext_base.fb_in22k) | 109.9M | 15.4G | 224 | True | 1024 | 21841 | imagenet-22k | ConvNeXt | convnext_base | 2022-12-13 | +| [convnextv2_base.fcmae_ft_in22k_in1k](https://huggingface.co/timm/convnextv2_base.fcmae_ft_in22k_in1k) | 88.5M | 15.4G | 224 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnextv2_base | 2023-01-05 | +| [convnextv2_base.fcmae_ft_in1k](https://huggingface.co/timm/convnextv2_base.fcmae_ft_in1k) | 88.5M | 15.4G | 224 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnextv2_base | 2023-01-05 | +| [convnext_base.fb_in22k_ft_in1k](https://huggingface.co/timm/convnext_base.fb_in22k_ft_in1k) | 88.5M | 15.4G | 224 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnext_base | 2022-12-13 | +| [convnext_base.fb_in1k](https://huggingface.co/timm/convnext_base.fb_in1k) | 88.5M | 15.4G | 224 | True | 1024 | 1000 | imagenet-1k | ConvNeXt | convnext_base | 2022-12-13 | +| [convnextv2_base.fcmae](https://huggingface.co/timm/convnextv2_base.fcmae) | 87.5M | 15.4G | 224 | False | 1024 | 1024 | | ConvNeXt | convnextv2_base | 2023-01-05 | +| [convnext_tiny.in12k_ft_in1k_384](https://huggingface.co/timm/convnext_tiny.in12k_ft_in1k_384) | 28.6M | 13.1G | 384 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_tiny | 2023-01-19 | +| [convnextv2_tiny.fcmae_ft_in22k_in1k_384](https://huggingface.co/timm/convnextv2_tiny.fcmae_ft_in22k_in1k_384) | 28.6M | 13.1G | 384 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnextv2_tiny | 2023-01-05 | +| [convnext_tiny.fb_in22k_ft_in1k_384](https://huggingface.co/timm/convnext_tiny.fb_in22k_ft_in1k_384) | 28.6M | 13.1G | 384 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_tiny | 2022-12-13 | +| [convnext_small.fb_in22k](https://huggingface.co/timm/convnext_small.fb_in22k) | 66.2M | 8.7G | 224 | True | 768 | 21841 | imagenet-22k | ConvNeXt | convnext_small | 2022-12-13 | +| [convnext_small.in12k](https://huggingface.co/timm/convnext_small.in12k) | 58.5M | 8.7G | 224 | True | 768 | 11821 | imagenet-12k | ConvNeXt | convnext_small | 2023-01-12 | +| [convnext_small.in12k_ft_in1k](https://huggingface.co/timm/convnext_small.in12k_ft_in1k) | 50.2M | 8.7G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_small | 2023-01-12 | +| [convnext_small.fb_in22k_ft_in1k](https://huggingface.co/timm/convnext_small.fb_in22k_ft_in1k) | 50.2M | 8.7G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_small | 2022-12-13 | +| [convnext_small.fb_in1k](https://huggingface.co/timm/convnext_small.fb_in1k) | 50.2M | 8.7G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_small | 2022-12-13 | +| [convnext_nano.r384_in12k](https://huggingface.co/timm/convnext_nano.r384_in12k) | 22.5M | 7.2G | 384 | True | 640 | 11821 | imagenet-12k | ConvNeXt | convnext_nano | 2025-01-01 | +| [convnext_nano.r384_ad_in12k](https://huggingface.co/timm/convnext_nano.r384_ad_in12k) | 22.5M | 7.2G | 384 | True | 640 | 11821 | imagenet-12k | ConvNeXt | convnext_nano | 2025-01-01 | +| [convnext_nano.r384_in12k_ft_in1k](https://huggingface.co/timm/convnext_nano.r384_in12k_ft_in1k) | 15.6M | 7.2G | 384 | True | 640 | 1000 | imagenet-1k | ConvNeXt | convnext_nano | 2025-01-01 | +| [convnextv2_nano.fcmae_ft_in22k_in1k_384](https://huggingface.co/timm/convnextv2_nano.fcmae_ft_in22k_in1k_384) | 15.6M | 7.2G | 384 | True | 640 | 1000 | imagenet-1k | ConvNeXt | convnextv2_nano | 2023-01-05 | +| [convnext_tiny.fb_in22k](https://huggingface.co/timm/convnext_tiny.fb_in22k) | 44.6M | 4.5G | 224 | True | 768 | 21841 | imagenet-22k | ConvNeXt | convnext_tiny | 2022-12-13 | +| [convnext_tiny.in12k](https://huggingface.co/timm/convnext_tiny.in12k) | 36.9M | 4.5G | 224 | True | 768 | 11821 | imagenet-12k | ConvNeXt | convnext_tiny | 2023-01-12 | +| [convnext_tiny.in12k_ft_in1k](https://huggingface.co/timm/convnext_tiny.in12k_ft_in1k) | 28.6M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_tiny | 2023-01-12 | +| [convnextv2_tiny.fcmae_ft_in22k_in1k](https://huggingface.co/timm/convnextv2_tiny.fcmae_ft_in22k_in1k) | 28.6M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnextv2_tiny | 2023-01-05 | +| [convnextv2_tiny.fcmae_ft_in1k](https://huggingface.co/timm/convnextv2_tiny.fcmae_ft_in1k) | 28.6M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnextv2_tiny | 2023-01-05 | +| [convnext_tiny_hnf.a2h_in1k](https://huggingface.co/timm/convnext_tiny_hnf.a2h_in1k) | 28.6M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_tiny_hnf | 2022-12-13 | +| [convnext_tiny.fb_in22k_ft_in1k](https://huggingface.co/timm/convnext_tiny.fb_in22k_ft_in1k) | 28.6M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_tiny | 2022-12-13 | +| [convnext_tiny.fb_in1k](https://huggingface.co/timm/convnext_tiny.fb_in1k) | 28.6M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | ConvNeXt | convnext_tiny | 2022-12-13 | +| [convnextv2_tiny.fcmae](https://huggingface.co/timm/convnextv2_tiny.fcmae) | 27.8M | 4.5G | 224 | False | 768 | 768 | | ConvNeXt | convnextv2_tiny | 2023-01-05 | +| [convnext_nano_ols.d1h_in1k](https://huggingface.co/timm/convnext_nano_ols.d1h_in1k) | 15.6M | 2.6G | 224 | True | 640 | 1000 | imagenet-1k | ConvNeXt | convnext_nano_ols | 2022-12-13 | +| [convnext_nano.in12k](https://huggingface.co/timm/convnext_nano.in12k) | 22.5M | 2.5G | 224 | True | 640 | 11821 | imagenet-12k | ConvNeXt | convnext_nano | 2022-12-13 | +| [convnextv2_nano.fcmae_ft_in22k_in1k](https://huggingface.co/timm/convnextv2_nano.fcmae_ft_in22k_in1k) | 15.6M | 2.4G | 224 | True | 640 | 1000 | imagenet-1k | ConvNeXt | convnextv2_nano | 2023-01-05 | +| [convnextv2_nano.fcmae_ft_in1k](https://huggingface.co/timm/convnextv2_nano.fcmae_ft_in1k) | 15.6M | 2.4G | 224 | True | 640 | 1000 | imagenet-1k | ConvNeXt | convnextv2_nano | 2023-01-05 | +| [convnext_nano.in12k_ft_in1k](https://huggingface.co/timm/convnext_nano.in12k_ft_in1k) | 15.6M | 2.4G | 224 | True | 640 | 1000 | imagenet-1k | ConvNeXt | convnext_nano | 2022-12-13 | +| [convnext_nano.d1h_in1k](https://huggingface.co/timm/convnext_nano.d1h_in1k) | 15.6M | 2.4G | 224 | True | 640 | 1000 | imagenet-1k | ConvNeXt | convnext_nano | 2022-12-13 | +| [convnextv2_nano.fcmae](https://huggingface.co/timm/convnextv2_nano.fcmae) | 14.9M | 2.4G | 224 | False | 640 | 640 | | ConvNeXt | convnextv2_nano | 2023-01-05 | +| [convnext_pico_ols.d1_in1k](https://huggingface.co/timm/convnext_pico_ols.d1_in1k) | 9.1M | 1.4G | 224 | True | 512 | 1000 | imagenet-1k | ConvNeXt | convnext_pico_ols | 2022-12-13 | +| [convnextv2_pico.fcmae_ft_in1k](https://huggingface.co/timm/convnextv2_pico.fcmae_ft_in1k) | 9.0M | 1.4G | 224 | True | 512 | 1000 | imagenet-1k | ConvNeXt | convnextv2_pico | 2023-01-05 | +| [convnext_pico.d1_in1k](https://huggingface.co/timm/convnext_pico.d1_in1k) | 9.0M | 1.4G | 224 | True | 512 | 1000 | imagenet-1k | ConvNeXt | convnext_pico | 2022-12-13 | +| [convnextv2_pico.fcmae](https://huggingface.co/timm/convnextv2_pico.fcmae) | 8.5M | 1.4G | 224 | False | 512 | 512 | | ConvNeXt | convnextv2_pico | 2023-01-05 | +| [convnext_femto_ols.d1_in1k](https://huggingface.co/timm/convnext_femto_ols.d1_in1k) | 5.2M | 813.1M | 224 | True | 384 | 1000 | imagenet-1k | ConvNeXt | convnext_femto_ols | 2022-12-13 | +| [convnextv2_femto.fcmae_ft_in1k](https://huggingface.co/timm/convnextv2_femto.fcmae_ft_in1k) | 5.2M | 779.6M | 224 | True | 384 | 1000 | imagenet-1k | ConvNeXt | convnextv2_femto | 2023-01-05 | +| [convnext_femto.d1_in1k](https://huggingface.co/timm/convnext_femto.d1_in1k) | 5.2M | 779.6M | 224 | True | 384 | 1000 | imagenet-1k | ConvNeXt | convnext_femto | 2022-12-13 | +| [convnextv2_femto.fcmae](https://huggingface.co/timm/convnextv2_femto.fcmae) | 4.8M | 779.3M | 224 | False | 384 | 384 | | ConvNeXt | convnextv2_femto | 2023-01-05 | +| [convnext_atto_ols.a2_in1k](https://huggingface.co/timm/convnext_atto_ols.a2_in1k) | 3.7M | 576.6M | 224 | True | 320 | 1000 | imagenet-1k | ConvNeXt | convnext_atto_ols | 2022-12-13 | +| [convnextv2_atto.fcmae_ft_in1k](https://huggingface.co/timm/convnextv2_atto.fcmae_ft_in1k) | 3.7M | 547.3M | 224 | True | 320 | 1000 | imagenet-1k | ConvNeXt | convnextv2_atto | 2023-01-05 | +| [convnext_atto.d2_in1k](https://huggingface.co/timm/convnext_atto.d2_in1k) | 3.7M | 547.3M | 224 | True | 320 | 1000 | imagenet-1k | ConvNeXt | convnext_atto | 2022-12-13 | +| [convnextv2_atto.fcmae](https://huggingface.co/timm/convnextv2_atto.fcmae) | 3.4M | 547.0M | 224 | False | 320 | 320 | | ConvNeXt | convnextv2_atto | 2023-01-05 | +| [convnext_zepto_rms_ols.ra4_e3600_r224_in1k](https://huggingface.co/timm/convnext_zepto_rms_ols.ra4_e3600_r224_in1k) | 2.2M | 337.1M | 224 | True | 256 | 1000 | imagenet-1k | ConvNeXt | convnext_zepto_rms_ols | 2024-10-09 | +| [convnext_zepto_rms.ra4_e3600_r224_in1k](https://huggingface.co/timm/convnext_zepto_rms.ra4_e3600_r224_in1k) | 2.2M | 302.2M | 224 | True | 256 | 1000 | imagenet-1k | ConvNeXt | convnext_zepto_rms | 2024-10-01 | +| [test_convnext2.r160_in1k](https://huggingface.co/timm/test_convnext2.r160_in1k) | 476.1K | 50.8M | 160 | True | 128 | 1000 | imagenet-1k | ConvNeXt | test_convnext2 | 2024-09-22 | +| [test_convnext3.r160_in1k](https://huggingface.co/timm/test_convnext3.r160_in1k) | 467.2K | 49.8M | 160 | True | 128 | 1000 | imagenet-1k | ConvNeXt | test_convnext3 | 2024-09-22 | +| [test_convnext.r160_in1k](https://huggingface.co/timm/test_convnext.r160_in1k) | 270.5K | 31.2M | 160 | True | 64 | 1000 | imagenet-1k | ConvNeXt | test_convnext | 2024-09-22 | + +## CspNet + +15 models with model class `CspNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:-------------------|:-------------| +| [cs3se_edgenet_x.c2ns_in1k](https://huggingface.co/timm/cs3se_edgenet_x.c2ns_in1k) | 50.7M | 11.5G | 256 | True | 1280 | 1000 | imagenet-1k | CspNet | cs3se_edgenet_x | 2023-04-13 | +| [cs3edgenet_x.c2_in1k](https://huggingface.co/timm/cs3edgenet_x.c2_in1k) | 47.8M | 11.5G | 256 | True | 1280 | 1000 | imagenet-1k | CspNet | cs3edgenet_x | 2023-04-13 | +| [darknet53.c2ns_in1k](https://huggingface.co/timm/darknet53.c2ns_in1k) | 41.6M | 9.3G | 256 | True | 1024 | 1000 | imagenet-1k | CspNet | darknet53 | 2023-04-13 | +| [cs3sedarknet_x.c2ns_in1k](https://huggingface.co/timm/cs3sedarknet_x.c2ns_in1k) | 35.4M | 8.4G | 256 | True | 1280 | 1000 | imagenet-1k | CspNet | cs3sedarknet_x | 2023-04-13 | +| [cs3darknet_x.c2ns_in1k](https://huggingface.co/timm/cs3darknet_x.c2ns_in1k) | 35.0M | 8.4G | 256 | True | 1280 | 1000 | imagenet-1k | CspNet | cs3darknet_x | 2023-04-13 | +| [darknetaa53.c2ns_in1k](https://huggingface.co/timm/darknetaa53.c2ns_in1k) | 36.0M | 7.9G | 256 | True | 1024 | 1000 | imagenet-1k | CspNet | darknetaa53 | 2023-04-13 | +| [cspdarknet53.ra_in1k](https://huggingface.co/timm/cspdarknet53.ra_in1k) | 27.6M | 6.5G | 256 | True | 1024 | 1000 | imagenet-1k | CspNet | cspdarknet53 | 2023-04-13 | +| [cs3sedarknet_l.c2ns_in1k](https://huggingface.co/timm/cs3sedarknet_l.c2ns_in1k) | 21.9M | 4.8G | 256 | True | 1024 | 1000 | imagenet-1k | CspNet | cs3sedarknet_l | 2023-04-13 | +| [cs3darknet_l.c2ns_in1k](https://huggingface.co/timm/cs3darknet_l.c2ns_in1k) | 21.1M | 4.8G | 256 | True | 1024 | 1000 | imagenet-1k | CspNet | cs3darknet_l | 2023-04-13 | +| [cs3darknet_focus_l.c2ns_in1k](https://huggingface.co/timm/cs3darknet_focus_l.c2ns_in1k) | 21.1M | 4.6G | 256 | True | 1024 | 1000 | imagenet-1k | CspNet | cs3darknet_focus_l | 2023-04-13 | +| [cspresnet50.ra_in1k](https://huggingface.co/timm/cspresnet50.ra_in1k) | 21.6M | 4.5G | 256 | True | 1024 | 1000 | imagenet-1k | CspNet | cspresnet50 | 2023-04-13 | +| [cspresnext50.ra_in1k](https://huggingface.co/timm/cspresnext50.ra_in1k) | 20.5M | 4.0G | 256 | True | 2048 | 1000 | imagenet-1k | CspNet | cspresnext50 | 2023-04-13 | +| [cs3darknet_m.c2ns_in1k](https://huggingface.co/timm/cs3darknet_m.c2ns_in1k) | 9.3M | 2.1G | 256 | True | 768 | 1000 | imagenet-1k | CspNet | cs3darknet_m | 2023-04-13 | +| [cs3darknet_focus_m.c2ns_in1k](https://huggingface.co/timm/cs3darknet_focus_m.c2ns_in1k) | 9.3M | 2.0G | 256 | True | 768 | 1000 | imagenet-1k | CspNet | cs3darknet_focus_m | 2023-04-13 | +| [cs3darknet_focus_s.ra4_e3600_r256_in1k](https://huggingface.co/timm/cs3darknet_focus_s.ra4_e3600_r256_in1k) | 3.3M | 686.3M | 256 | True | 512 | 1000 | imagenet-1k | CspNet | cs3darknet_focus_s | 2024-11-23 | + +## DLA + +12 models with model class `DLA`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [dla169.in1k](https://huggingface.co/timm/dla169.in1k) | 53.4M | 11.6G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla169 | 2023-04-25 | +| [dla102x2.in1k](https://huggingface.co/timm/dla102x2.in1k) | 41.3M | 9.4G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla102x2 | 2023-04-25 | +| [dla102.in1k](https://huggingface.co/timm/dla102.in1k) | 33.3M | 7.2G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla102 | 2023-04-25 | +| [dla102x.in1k](https://huggingface.co/timm/dla102x.in1k) | 26.3M | 5.9G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla102x | 2023-04-25 | +| [dla60.in1k](https://huggingface.co/timm/dla60.in1k) | 22.0M | 4.3G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla60 | 2023-04-25 | +| [dla60_res2net.in1k](https://huggingface.co/timm/dla60_res2net.in1k) | 20.8M | 4.2G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla60_res2net | 2023-04-25 | +| [dla60x.in1k](https://huggingface.co/timm/dla60x.in1k) | 17.4M | 3.6G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla60x | 2023-04-25 | +| [dla60_res2next.in1k](https://huggingface.co/timm/dla60_res2next.in1k) | 17.0M | 3.5G | 224 | True | 1024 | 1000 | imagenet-1k | DLA | dla60_res2next | 2023-04-25 | +| [dla34.in1k](https://huggingface.co/timm/dla34.in1k) | 15.7M | 3.1G | 224 | True | 512 | 1000 | imagenet-1k | DLA | dla34 | 2023-04-25 | +| [dla60x_c.in1k](https://huggingface.co/timm/dla60x_c.in1k) | 1.3M | 605.3M | 224 | True | 256 | 1000 | imagenet-1k | DLA | dla60x_c | 2023-04-25 | +| [dla46_c.in1k](https://huggingface.co/timm/dla46_c.in1k) | 1.3M | 592.3M | 224 | True | 256 | 1000 | imagenet-1k | DLA | dla46_c | 2023-04-25 | +| [dla46x_c.in1k](https://huggingface.co/timm/dla46x_c.in1k) | 1.1M | 555.4M | 224 | True | 256 | 1000 | imagenet-1k | DLA | dla46x_c | 2023-04-25 | + +## DPN + +7 models with model class `DPN`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [dpn107.mx_in1k](https://huggingface.co/timm/dpn107.mx_in1k) | 86.7M | 18.3G | 224 | True | 2688 | 1000 | imagenet-1k | DPN | dpn107 | 2023-04-22 | +| [dpn131.mx_in1k](https://huggingface.co/timm/dpn131.mx_in1k) | 79.0M | 16.0G | 224 | True | 2688 | 1000 | imagenet-1k | DPN | dpn131 | 2023-04-22 | +| [dpn98.mx_in1k](https://huggingface.co/timm/dpn98.mx_in1k) | 61.4M | 11.7G | 224 | True | 2688 | 1000 | imagenet-1k | DPN | dpn98 | 2023-04-22 | +| [dpn92.mx_in1k](https://huggingface.co/timm/dpn92.mx_in1k) | 37.5M | 6.5G | 224 | True | 2688 | 1000 | imagenet-1k | DPN | dpn92 | 2023-04-22 | +| [dpn68b.ra_in1k](https://huggingface.co/timm/dpn68b.ra_in1k) | 12.5M | 2.3G | 224 | True | 832 | 1000 | imagenet-1k | DPN | dpn68b | 2023-04-22 | +| [dpn68b.mx_in1k](https://huggingface.co/timm/dpn68b.mx_in1k) | 12.5M | 2.3G | 224 | True | 832 | 1000 | imagenet-1k | DPN | dpn68b | 2023-04-22 | +| [dpn68.mx_in1k](https://huggingface.co/timm/dpn68.mx_in1k) | 12.5M | 2.3G | 224 | True | 832 | 1000 | imagenet-1k | DPN | dpn68 | 2023-04-22 | + +## DaVit + +3 models with model class `DaVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [davit_base.msft_in1k](https://huggingface.co/timm/davit_base.msft_in1k) | 87.9M | 15.2G | 224 | True | 1024 | 1000 | imagenet-1k | DaVit | davit_base | 2023-01-28 | +| [davit_small.msft_in1k](https://huggingface.co/timm/davit_small.msft_in1k) | 49.7M | 8.6G | 224 | True | 768 | 1000 | imagenet-1k | DaVit | davit_small | 2023-01-28 | +| [davit_tiny.msft_in1k](https://huggingface.co/timm/davit_tiny.msft_in1k) | 28.3M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | DaVit | davit_tiny | 2023-01-28 | + +## DenseNet + +6 models with model class `DenseNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:---------|:-----------------|:-------------| +| [densenet161.tv_in1k](https://huggingface.co/timm/densenet161.tv_in1k) | 28.5M | 7.7G | 224 | True | 2208 | 1000 | imagenet-1k | DenseNet | densenet161 | 2023-04-22 | +| [densenet201.tv_in1k](https://huggingface.co/timm/densenet201.tv_in1k) | 19.8M | 4.3G | 224 | True | 1920 | 1000 | imagenet-1k | DenseNet | densenet201 | 2023-04-22 | +| [densenet169.tv_in1k](https://huggingface.co/timm/densenet169.tv_in1k) | 14.0M | 3.4G | 224 | True | 1664 | 1000 | imagenet-1k | DenseNet | densenet169 | 2023-04-22 | +| [densenetblur121d.ra_in1k](https://huggingface.co/timm/densenetblur121d.ra_in1k) | 7.9M | 3.1G | 224 | True | 1024 | 1000 | imagenet-1k | DenseNet | densenetblur121d | 2023-04-22 | +| [densenet121.tv_in1k](https://huggingface.co/timm/densenet121.tv_in1k) | 7.9M | 2.8G | 224 | True | 1024 | 1000 | imagenet-1k | DenseNet | densenet121 | 2023-04-22 | +| [densenet121.ra_in1k](https://huggingface.co/timm/densenet121.ra_in1k) | 7.9M | 2.8G | 224 | True | 1024 | 1000 | imagenet-1k | DenseNet | densenet121 | 2023-04-22 | + +## EdgeNeXt + +6 models with model class `EdgeNeXt`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:---------|:------------------|:-------------| +| [edgenext_base.usi_in1k](https://huggingface.co/timm/edgenext_base.usi_in1k) | 18.5M | 3.8G | 256 | True | 584 | 1000 | imagenet-1k | EdgeNeXt | edgenext_base | 2023-04-24 | +| [edgenext_base.in21k_ft_in1k](https://huggingface.co/timm/edgenext_base.in21k_ft_in1k) | 18.5M | 3.8G | 256 | True | 584 | 1000 | imagenet-1k | EdgeNeXt | edgenext_base | 2023-04-24 | +| [edgenext_small_rw.sw_in1k](https://huggingface.co/timm/edgenext_small_rw.sw_in1k) | 7.8M | 1.6G | 256 | True | 384 | 1000 | imagenet-1k | EdgeNeXt | edgenext_small_rw | 2023-04-24 | +| [edgenext_small.usi_in1k](https://huggingface.co/timm/edgenext_small.usi_in1k) | 5.6M | 1.3G | 256 | True | 304 | 1000 | imagenet-1k | EdgeNeXt | edgenext_small | 2023-04-24 | +| [edgenext_x_small.in1k](https://huggingface.co/timm/edgenext_x_small.in1k) | 2.3M | 532.5M | 256 | True | 192 | 1000 | imagenet-1k | EdgeNeXt | edgenext_x_small | 2023-04-24 | +| [edgenext_xx_small.in1k](https://huggingface.co/timm/edgenext_xx_small.in1k) | 1.3M | 257.0M | 256 | True | 168 | 1000 | imagenet-1k | EdgeNeXt | edgenext_xx_small | 2023-04-24 | + +## EfficientNet + +50 models with model class `EfficientNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:-------------|:-----------------------|:-------------| +| [efficientnetv2_rw_m.agc_in1k](https://huggingface.co/timm/efficientnetv2_rw_m.agc_in1k) | 52.9M | 12.6G | 320 | True | 2152 | 1000 | imagenet-1k | EfficientNet | efficientnetv2_rw_m | 2022-12-13 | +| [efficientnet_b5.sw_in12k_ft_in1k](https://huggingface.co/timm/efficientnet_b5.sw_in12k_ft_in1k) | 30.2M | 9.4G | 448 | True | 2048 | 1000 | imagenet-1k | EfficientNet | efficientnet_b5 | 2022-12-13 | +| [efficientnet_b5.sw_in12k](https://huggingface.co/timm/efficientnet_b5.sw_in12k) | 52.4M | 8.1G | 416 | True | 2048 | 11821 | imagenet-12k | EfficientNet | efficientnet_b5 | 2022-12-13 | +| [efficientnet_el_pruned.in1k](https://huggingface.co/timm/efficientnet_el_pruned.in1k) | 10.5M | 7.9G | 300 | True | 1536 | 1000 | imagenet-1k | EfficientNet | efficientnet_el_pruned | 2022-12-13 | +| [efficientnet_el.ra_in1k](https://huggingface.co/timm/efficientnet_el.ra_in1k) | 10.5M | 7.9G | 300 | True | 1536 | 1000 | imagenet-1k | EfficientNet | efficientnet_el | 2022-12-13 | +| [efficientnetv2_rw_s.ra2_in1k](https://huggingface.co/timm/efficientnetv2_rw_s.ra2_in1k) | 23.8M | 4.9G | 288 | True | 1792 | 1000 | imagenet-1k | EfficientNet | efficientnetv2_rw_s | 2022-12-13 | +| [efficientnet_b4.ra2_in1k](https://huggingface.co/timm/efficientnet_b4.ra2_in1k) | 19.2M | 3.1G | 320 | True | 1792 | 1000 | imagenet-1k | EfficientNet | efficientnet_b4 | 2022-12-13 | +| [efficientnet_em.ra2_in1k](https://huggingface.co/timm/efficientnet_em.ra2_in1k) | 6.8M | 3.0G | 240 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_em | 2022-12-13 | +| [gc_efficientnetv2_rw_t.agc_in1k](https://huggingface.co/timm/gc_efficientnetv2_rw_t.agc_in1k) | 13.6M | 1.9G | 224 | True | 1024 | 1000 | imagenet-1k | EfficientNet | gc_efficientnetv2_rw_t | 2022-12-13 | +| [efficientnetv2_rw_t.ra2_in1k](https://huggingface.co/timm/efficientnetv2_rw_t.ra2_in1k) | 13.5M | 1.9G | 224 | True | 1024 | 1000 | imagenet-1k | EfficientNet | efficientnetv2_rw_t | 2022-12-13 | +| [mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k](https://huggingface.co/timm/mobilenet_edgetpu_v2_m.ra4_e3600_r224_in1k) | 8.4M | 1.8G | 224 | True | 1344 | 1000 | imagenet-1k | EfficientNet | mobilenet_edgetpu_v2_m | 2024-07-29 | +| [efficientnet_es_pruned.in1k](https://huggingface.co/timm/efficientnet_es_pruned.in1k) | 5.4M | 1.8G | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_es_pruned | 2022-12-13 | +| [efficientnet_es.ra_in1k](https://huggingface.co/timm/efficientnet_es.ra_in1k) | 5.4M | 1.8G | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_es | 2022-12-13 | +| [efficientnet_b3.ra2_in1k](https://huggingface.co/timm/efficientnet_b3.ra2_in1k) | 12.1M | 1.6G | 288 | True | 1536 | 1000 | imagenet-1k | EfficientNet | efficientnet_b3 | 2022-12-13 | +| [efficientnet_b3_pruned.in1k](https://huggingface.co/timm/efficientnet_b3_pruned.in1k) | 8.2M | 987.5M | 300 | True | 1536 | 1000 | imagenet-1k | EfficientNet | efficientnet_b3_pruned | 2022-12-13 | +| [mixnet_xl.ra_in1k](https://huggingface.co/timm/mixnet_xl.ra_in1k) | 11.8M | 904.1M | 224 | True | 1536 | 1000 | imagenet-1k | EfficientNet | mixnet_xl | 2022-12-13 | +| [mobilenetv1_125.ra4_e3600_r224_in1k](https://huggingface.co/timm/mobilenetv1_125.ra4_e3600_r224_in1k) | 6.2M | 879.6M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | mobilenetv1_125 | 2024-08-15 | +| [efficientnet_b2.ra_in1k](https://huggingface.co/timm/efficientnet_b2.ra_in1k) | 9.0M | 859.9M | 256 | True | 1408 | 1000 | imagenet-1k | EfficientNet | efficientnet_b2 | 2022-12-13 | +| [efficientnet_b2_pruned.in1k](https://huggingface.co/timm/efficientnet_b2_pruned.in1k) | 6.8M | 693.4M | 260 | True | 1408 | 1000 | imagenet-1k | EfficientNet | efficientnet_b2_pruned | 2022-12-13 | +| [efficientnet_b1.ra4_e3600_r240_in1k](https://huggingface.co/timm/efficientnet_b1.ra4_e3600_r240_in1k) | 7.7M | 686.9M | 240 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_b1 | 2024-08-17 | +| [mobilenetv2_120d.ra_in1k](https://huggingface.co/timm/mobilenetv2_120d.ra_in1k) | 5.8M | 668.9M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | mobilenetv2_120d | 2022-12-13 | +| [mobilenetv1_100h.ra4_e3600_r224_in1k](https://huggingface.co/timm/mobilenetv1_100h.ra4_e3600_r224_in1k) | 5.3M | 620.2M | 224 | True | 1024 | 1000 | imagenet-1k | EfficientNet | mobilenetv1_100h | 2024-07-26 | +| [mobilenetv2_140.ra_in1k](https://huggingface.co/timm/mobilenetv2_140.ra_in1k) | 6.1M | 582.3M | 224 | True | 1792 | 1000 | imagenet-1k | EfficientNet | mobilenetv2_140 | 2022-12-13 | +| [efficientnet_b1.ft_in1k](https://huggingface.co/timm/efficientnet_b1.ft_in1k) | 7.7M | 569.7M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_b1 | 2022-12-13 | +| [mobilenetv1_100.ra4_e3600_r224_in1k](https://huggingface.co/timm/mobilenetv1_100.ra4_e3600_r224_in1k) | 4.2M | 568.8M | 224 | True | 1024 | 1000 | imagenet-1k | EfficientNet | mobilenetv1_100 | 2024-07-26 | +| [mixnet_l.ft_in1k](https://huggingface.co/timm/mixnet_l.ft_in1k) | 7.3M | 555.3M | 224 | True | 1536 | 1000 | imagenet-1k | EfficientNet | mixnet_l | 2022-12-13 | +| [mobilenetv2_110d.ra_in1k](https://huggingface.co/timm/mobilenetv2_110d.ra_in1k) | 4.5M | 430.6M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | mobilenetv2_110d | 2022-12-13 | +| [efficientnet_b0.ra4_e3600_r224_in1k](https://huggingface.co/timm/efficientnet_b0.ra4_e3600_r224_in1k) | 5.2M | 385.9M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_b0 | 2024-07-26 | +| [efficientnet_b0.ra_in1k](https://huggingface.co/timm/efficientnet_b0.ra_in1k) | 5.2M | 385.9M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_b0 | 2022-12-13 | +| [efficientnet_lite0.ra_in1k](https://huggingface.co/timm/efficientnet_lite0.ra_in1k) | 4.6M | 385.3M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_lite0 | 2022-12-13 | +| [fbnetc_100.rmsp_in1k](https://huggingface.co/timm/fbnetc_100.rmsp_in1k) | 5.5M | 385.1M | 224 | True | 1984 | 1000 | imagenet-1k | EfficientNet | fbnetc_100 | 2022-12-13 | +| [efficientnet_b1_pruned.in1k](https://huggingface.co/timm/efficientnet_b1_pruned.in1k) | 5.0M | 373.1M | 240 | True | 1280 | 1000 | imagenet-1k | EfficientNet | efficientnet_b1_pruned | 2022-12-13 | +| [mixnet_m.ft_in1k](https://huggingface.co/timm/mixnet_m.ft_in1k) | 5.0M | 339.2M | 224 | True | 1536 | 1000 | imagenet-1k | EfficientNet | mixnet_m | 2022-12-13 | +| [tinynet_a.in1k](https://huggingface.co/timm/tinynet_a.in1k) | 6.1M | 336.9M | 192 | True | 1280 | 1000 | imagenet-1k | EfficientNet | tinynet_a | 2022-12-13 | +| [spnasnet_100.rmsp_in1k](https://huggingface.co/timm/spnasnet_100.rmsp_in1k) | 4.4M | 333.5M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | spnasnet_100 | 2022-12-13 | +| [mnasnet_100.rmsp_in1k](https://huggingface.co/timm/mnasnet_100.rmsp_in1k) | 4.3M | 314.5M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | mnasnet_100 | 2022-12-13 | +| [semnasnet_100.rmsp_in1k](https://huggingface.co/timm/semnasnet_100.rmsp_in1k) | 3.9M | 311.6M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | semnasnet_100 | 2022-12-13 | +| [mobilenetv2_100.ra_in1k](https://huggingface.co/timm/mobilenetv2_100.ra_in1k) | 3.5M | 300.8M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | mobilenetv2_100 | 2022-12-13 | +| [mixnet_s.ft_in1k](https://huggingface.co/timm/mixnet_s.ft_in1k) | 4.1M | 239.3M | 224 | True | 1536 | 1000 | imagenet-1k | EfficientNet | mixnet_s | 2022-12-13 | +| [semnasnet_075.rmsp_in1k](https://huggingface.co/timm/semnasnet_075.rmsp_in1k) | 2.9M | 223.5M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | semnasnet_075 | 2022-12-13 | +| [tinynet_b.in1k](https://huggingface.co/timm/tinynet_b.in1k) | 3.7M | 200.8M | 188 | True | 1280 | 1000 | imagenet-1k | EfficientNet | tinynet_b | 2022-12-13 | +| [tinynet_c.in1k](https://huggingface.co/timm/tinynet_c.in1k) | 2.4M | 99.6M | 184 | True | 1280 | 1000 | imagenet-1k | EfficientNet | tinynet_c | 2022-12-13 | +| [mobilenetv2_050.lamb_in1k](https://huggingface.co/timm/mobilenetv2_050.lamb_in1k) | 2.0M | 97.2M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | mobilenetv2_050 | 2022-12-13 | +| [mnasnet_small.lamb_in1k](https://huggingface.co/timm/mnasnet_small.lamb_in1k) | 2.0M | 68.4M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientNet | mnasnet_small | 2022-12-13 | +| [test_efficientnet_ln.r160_in1k](https://huggingface.co/timm/test_efficientnet_ln.r160_in1k) | 353.7K | 57.3M | 160 | True | 256 | 1000 | imagenet-1k | EfficientNet | test_efficientnet_ln | 2024-09-22 | +| [test_efficientnet_gn.r160_in1k](https://huggingface.co/timm/test_efficientnet_gn.r160_in1k) | 353.7K | 57.3M | 160 | True | 256 | 1000 | imagenet-1k | EfficientNet | test_efficientnet_gn | 2024-09-22 | +| [test_efficientnet_evos.r160_in1k](https://huggingface.co/timm/test_efficientnet_evos.r160_in1k) | 353.7K | 57.3M | 160 | True | 256 | 1000 | imagenet-1k | EfficientNet | test_efficientnet_evos | 2024-09-22 | +| [test_efficientnet.r160_in1k](https://huggingface.co/timm/test_efficientnet.r160_in1k) | 353.7K | 57.3M | 160 | True | 256 | 1000 | imagenet-1k | EfficientNet | test_efficientnet | 2024-07-23 | +| [tinynet_d.in1k](https://huggingface.co/timm/tinynet_d.in1k) | 2.3M | 51.6M | 152 | True | 1280 | 1000 | imagenet-1k | EfficientNet | tinynet_d | 2022-12-13 | +| [tinynet_e.in1k](https://huggingface.co/timm/tinynet_e.in1k) | 2.0M | 24.4M | 106 | True | 1280 | 1000 | imagenet-1k | EfficientNet | tinynet_e | 2022-12-13 | + +## EfficientVit + +10 models with model class `EfficientVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:-------------|:----------------|:-------------| +| [efficientvit_b3.r288_in1k](https://huggingface.co/timm/efficientvit_b3.r288_in1k) | 48.6M | 6.5G | 288 | True | 2560 | 1000 | imagenet-1k | EfficientVit | efficientvit_b3 | 2023-08-19 | +| [efficientvit_b3.r256_in1k](https://huggingface.co/timm/efficientvit_b3.r256_in1k) | 48.6M | 5.2G | 256 | True | 2560 | 1000 | imagenet-1k | EfficientVit | efficientvit_b3 | 2023-08-19 | +| [efficientvit_b3.r224_in1k](https://huggingface.co/timm/efficientvit_b3.r224_in1k) | 48.6M | 3.9G | 224 | True | 2560 | 1000 | imagenet-1k | EfficientVit | efficientvit_b3 | 2023-08-19 | +| [efficientvit_b2.r288_in1k](https://huggingface.co/timm/efficientvit_b2.r288_in1k) | 24.3M | 2.6G | 288 | True | 2560 | 1000 | imagenet-1k | EfficientVit | efficientvit_b2 | 2023-08-19 | +| [efficientvit_b2.r256_in1k](https://huggingface.co/timm/efficientvit_b2.r256_in1k) | 24.3M | 2.1G | 256 | True | 2560 | 1000 | imagenet-1k | EfficientVit | efficientvit_b2 | 2023-08-19 | +| [efficientvit_b2.r224_in1k](https://huggingface.co/timm/efficientvit_b2.r224_in1k) | 24.3M | 1.6G | 224 | True | 2560 | 1000 | imagenet-1k | EfficientVit | efficientvit_b2 | 2023-08-19 | +| [efficientvit_b1.r288_in1k](https://huggingface.co/timm/efficientvit_b1.r288_in1k) | 9.1M | 871.0M | 288 | True | 1600 | 1000 | imagenet-1k | EfficientVit | efficientvit_b1 | 2023-08-19 | +| [efficientvit_b1.r256_in1k](https://huggingface.co/timm/efficientvit_b1.r256_in1k) | 9.1M | 689.0M | 256 | True | 1600 | 1000 | imagenet-1k | EfficientVit | efficientvit_b1 | 2023-08-19 | +| [efficientvit_b1.r224_in1k](https://huggingface.co/timm/efficientvit_b1.r224_in1k) | 9.1M | 528.5M | 224 | True | 1600 | 1000 | imagenet-1k | EfficientVit | efficientvit_b1 | 2023-08-19 | +| [efficientvit_b0.r224_in1k](https://huggingface.co/timm/efficientvit_b0.r224_in1k) | 3.4M | 105.5M | 224 | True | 1280 | 1000 | imagenet-1k | EfficientVit | efficientvit_b0 | 2023-08-19 | + +## EfficientVitLarge + +9 models with model class `EfficientVitLarge`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------------|:----------------|:-------------| +| [efficientvit_l3.r384_in1k](https://huggingface.co/timm/efficientvit_l3.r384_in1k) | 246.0M | 81.0G | 384 | True | 6400 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l3 | 2023-11-22 | +| [efficientvit_l3.r320_in1k](https://huggingface.co/timm/efficientvit_l3.r320_in1k) | 246.0M | 56.3G | 320 | True | 6400 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l3 | 2023-11-22 | +| [efficientvit_l3.r256_in1k](https://huggingface.co/timm/efficientvit_l3.r256_in1k) | 246.0M | 36.0G | 256 | True | 6400 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l3 | 2023-11-22 | +| [efficientvit_l3.r224_in1k](https://huggingface.co/timm/efficientvit_l3.r224_in1k) | 246.0M | 27.6G | 224 | True | 6400 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l3 | 2023-11-22 | +| [efficientvit_l2.r384_in1k](https://huggingface.co/timm/efficientvit_l2.r384_in1k) | 63.7M | 20.4G | 384 | True | 3200 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l2 | 2023-11-22 | +| [efficientvit_l2.r288_in1k](https://huggingface.co/timm/efficientvit_l2.r288_in1k) | 63.7M | 11.5G | 288 | True | 3200 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l2 | 2023-11-22 | +| [efficientvit_l2.r256_in1k](https://huggingface.co/timm/efficientvit_l2.r256_in1k) | 63.7M | 9.1G | 256 | True | 3200 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l2 | 2023-11-22 | +| [efficientvit_l2.r224_in1k](https://huggingface.co/timm/efficientvit_l2.r224_in1k) | 63.7M | 7.0G | 224 | True | 3200 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l2 | 2023-11-22 | +| [efficientvit_l1.r224_in1k](https://huggingface.co/timm/efficientvit_l1.r224_in1k) | 52.7M | 5.3G | 224 | True | 3200 | 1000 | imagenet-1k | EfficientVitLarge | efficientvit_l1 | 2023-11-22 | + +## EfficientVitMsra + +6 models with model class `EfficientVitMsra`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:-----------------|:----------------|:-------------| +| [efficientvit_m5.r224_in1k](https://huggingface.co/timm/efficientvit_m5.r224_in1k) | 12.5M | 525.4M | 224 | True | 384 | 1000 | imagenet-1k | EfficientVitMsra | efficientvit_m5 | 2023-08-19 | +| [efficientvit_m4.r224_in1k](https://huggingface.co/timm/efficientvit_m4.r224_in1k) | 8.8M | 301.8M | 224 | True | 384 | 1000 | imagenet-1k | EfficientVitMsra | efficientvit_m4 | 2023-08-19 | +| [efficientvit_m3.r224_in1k](https://huggingface.co/timm/efficientvit_m3.r224_in1k) | 6.9M | 265.1M | 224 | True | 320 | 1000 | imagenet-1k | EfficientVitMsra | efficientvit_m3 | 2023-08-19 | +| [efficientvit_m2.r224_in1k](https://huggingface.co/timm/efficientvit_m2.r224_in1k) | 4.2M | 203.3M | 224 | True | 224 | 1000 | imagenet-1k | EfficientVitMsra | efficientvit_m2 | 2023-08-19 | +| [efficientvit_m1.r224_in1k](https://huggingface.co/timm/efficientvit_m1.r224_in1k) | 3.0M | 169.4M | 224 | True | 192 | 1000 | imagenet-1k | EfficientVitMsra | efficientvit_m1 | 2023-08-19 | +| [efficientvit_m0.r224_in1k](https://huggingface.co/timm/efficientvit_m0.r224_in1k) | 2.3M | 80.1M | 224 | True | 192 | 1000 | imagenet-1k | EfficientVitMsra | efficientvit_m0 | 2023-08-19 | + +## Eva + +12 models with model class `Eva`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:--------|:--------------------------------------|:-------------| +| [eva02_base_patch14_448.mim_in22k_ft_in22k](https://huggingface.co/timm/eva02_base_patch14_448.mim_in22k_ft_in22k) | 102.3M | 87.5G | 448 | True | 768 | 21841 | imagenet-22k | Eva | eva02_base_patch14_448 | 2023-03-31 | +| [eva02_base_patch14_448.mim_in22k_ft_in22k_in1k](https://huggingface.co/timm/eva02_base_patch14_448.mim_in22k_ft_in22k_in1k) | 86.2M | 87.5G | 448 | True | 768 | 1000 | imagenet-1k | Eva | eva02_base_patch14_448 | 2023-03-31 | +| [eva02_base_patch14_448.mim_in22k_ft_in1k](https://huggingface.co/timm/eva02_base_patch14_448.mim_in22k_ft_in1k) | 86.2M | 87.5G | 448 | True | 768 | 1000 | imagenet-1k | Eva | eva02_base_patch14_448 | 2023-03-31 | +| [eva02_base_patch14_224.mim_in22k](https://huggingface.co/timm/eva02_base_patch14_224.mim_in22k) | 85.5M | 21.9G | 224 | False | 768 | 768 | | Eva | eva02_base_patch14_224 | 2023-03-31 | +| [vit_base_patch16_rope_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_base_patch16_rope_reg1_gap_256.sbb_in1k) | 65.1M | 16.5G | 256 | True | 768 | 1000 | imagenet-1k | Eva | vit_base_patch16_rope_reg1_gap_256 | 2024-05-11 | +| [vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k) | 63.9M | 16.3G | 256 | True | 512 | 1000 | imagenet-1k | Eva | vit_mediumd_patch16_rope_reg1_gap_256 | 2024-05-11 | +| [vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k](https://huggingface.co/timm/vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k) | 45.4M | 11.6G | 256 | True | 640 | 1000 | imagenet-1k | Eva | vit_betwixt_patch16_rope_reg4_gap_256 | 2024-05-11 | +| [eva02_small_patch14_336.mim_in22k_ft_in1k](https://huggingface.co/timm/eva02_small_patch14_336.mim_in22k_ft_in1k) | 16.6M | 9.3G | 336 | True | 384 | 1000 | imagenet-1k | Eva | eva02_small_patch14_336 | 2023-03-31 | +| [vit_medium_patch16_rope_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_medium_patch16_rope_reg1_gap_256.sbb_in1k) | 29.3M | 7.4G | 256 | True | 512 | 1000 | imagenet-1k | Eva | vit_medium_patch16_rope_reg1_gap_256 | 2024-05-11 | +| [eva02_small_patch14_224.mim_in22k](https://huggingface.co/timm/eva02_small_patch14_224.mim_in22k) | 16.2M | 4.2G | 224 | False | 384 | 384 | | Eva | eva02_small_patch14_224 | 2023-03-31 | +| [eva02_tiny_patch14_336.mim_in22k_ft_in1k](https://huggingface.co/timm/eva02_tiny_patch14_336.mim_in22k_ft_in1k) | 4.3M | 2.4G | 336 | True | 192 | 1000 | imagenet-1k | Eva | eva02_tiny_patch14_336 | 2023-03-31 | +| [eva02_tiny_patch14_224.mim_in22k](https://huggingface.co/timm/eva02_tiny_patch14_224.mim_in22k) | 4.1M | 1.1G | 224 | False | 192 | 192 | | Eva | eva02_tiny_patch14_224 | 2023-03-31 | + +## FastVit + +14 models with model class `FastVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [fastvit_ma36.apple_dist_in1k](https://huggingface.co/timm/fastvit_ma36.apple_dist_in1k) | 44.0M | 7.8G | 256 | True | 1216 | 1000 | imagenet-1k | FastVit | fastvit_ma36 | 2023-08-24 | +| [fastvit_ma36.apple_in1k](https://huggingface.co/timm/fastvit_ma36.apple_in1k) | 44.0M | 7.8G | 256 | True | 1216 | 1000 | imagenet-1k | FastVit | fastvit_ma36 | 2023-08-24 | +| [fastvit_sa36.apple_dist_in1k](https://huggingface.co/timm/fastvit_sa36.apple_dist_in1k) | 31.5M | 5.6G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_sa36 | 2023-08-24 | +| [fastvit_sa36.apple_in1k](https://huggingface.co/timm/fastvit_sa36.apple_in1k) | 31.5M | 5.6G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_sa36 | 2023-08-24 | +| [fastvit_sa24.apple_dist_in1k](https://huggingface.co/timm/fastvit_sa24.apple_dist_in1k) | 21.5M | 3.8G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_sa24 | 2023-08-24 | +| [fastvit_sa24.apple_in1k](https://huggingface.co/timm/fastvit_sa24.apple_in1k) | 21.5M | 3.8G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_sa24 | 2023-08-24 | +| [fastvit_sa12.apple_dist_in1k](https://huggingface.co/timm/fastvit_sa12.apple_dist_in1k) | 11.6M | 1.9G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_sa12 | 2023-08-24 | +| [fastvit_sa12.apple_in1k](https://huggingface.co/timm/fastvit_sa12.apple_in1k) | 11.6M | 1.9G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_sa12 | 2023-08-24 | +| [fastvit_s12.apple_dist_in1k](https://huggingface.co/timm/fastvit_s12.apple_dist_in1k) | 9.4M | 1.8G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_s12 | 2023-08-24 | +| [fastvit_s12.apple_in1k](https://huggingface.co/timm/fastvit_s12.apple_in1k) | 9.4M | 1.8G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_s12 | 2023-08-24 | +| [fastvit_t12.apple_dist_in1k](https://huggingface.co/timm/fastvit_t12.apple_dist_in1k) | 7.5M | 1.4G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_t12 | 2023-08-24 | +| [fastvit_t12.apple_in1k](https://huggingface.co/timm/fastvit_t12.apple_in1k) | 7.5M | 1.4G | 256 | True | 1024 | 1000 | imagenet-1k | FastVit | fastvit_t12 | 2023-08-24 | +| [fastvit_t8.apple_dist_in1k](https://huggingface.co/timm/fastvit_t8.apple_dist_in1k) | 4.0M | 698.4M | 256 | True | 768 | 1000 | imagenet-1k | FastVit | fastvit_t8 | 2023-08-24 | +| [fastvit_t8.apple_in1k](https://huggingface.co/timm/fastvit_t8.apple_in1k) | 4.0M | 698.4M | 256 | True | 768 | 1000 | imagenet-1k | FastVit | fastvit_t8 | 2023-08-24 | + +## FocalNet + +8 models with model class `FocalNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:----------------|:---------|:-------------------|:-------------| +| [focalnet_large_fl4.ms_in22k](https://huggingface.co/timm/focalnet_large_fl4.ms_in22k) | 239.2M | 105.0G | 384 | True | 1536 | 21842 | imagenet-22k-ms | FocalNet | focalnet_large_fl4 | 2023-03-18 | +| [focalnet_large_fl3.ms_in22k](https://huggingface.co/timm/focalnet_large_fl3.ms_in22k) | 239.0M | 104.9G | 384 | True | 1536 | 21842 | imagenet-22k-ms | FocalNet | focalnet_large_fl3 | 2023-03-18 | +| [focalnet_base_lrf.ms_in1k](https://huggingface.co/timm/focalnet_base_lrf.ms_in1k) | 88.7M | 15.4G | 224 | True | 1024 | 1000 | imagenet-1k | FocalNet | focalnet_base_lrf | 2023-03-18 | +| [focalnet_base_srf.ms_in1k](https://huggingface.co/timm/focalnet_base_srf.ms_in1k) | 88.1M | 15.2G | 224 | True | 1024 | 1000 | imagenet-1k | FocalNet | focalnet_base_srf | 2023-03-18 | +| [focalnet_small_lrf.ms_in1k](https://huggingface.co/timm/focalnet_small_lrf.ms_in1k) | 50.3M | 8.7G | 224 | True | 768 | 1000 | imagenet-1k | FocalNet | focalnet_small_lrf | 2023-03-18 | +| [focalnet_small_srf.ms_in1k](https://huggingface.co/timm/focalnet_small_srf.ms_in1k) | 49.9M | 8.6G | 224 | True | 768 | 1000 | imagenet-1k | FocalNet | focalnet_small_srf | 2023-03-18 | +| [focalnet_tiny_lrf.ms_in1k](https://huggingface.co/timm/focalnet_tiny_lrf.ms_in1k) | 28.6M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | FocalNet | focalnet_tiny_lrf | 2023-03-18 | +| [focalnet_tiny_srf.ms_in1k](https://huggingface.co/timm/focalnet_tiny_srf.ms_in1k) | 28.4M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | FocalNet | focalnet_tiny_srf | 2023-03-18 | + +## GhostNet + +4 models with model class `GhostNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:---------|:---------------|:-------------| +| [ghostnetv2_160.in1k](https://huggingface.co/timm/ghostnetv2_160.in1k) | 11.1M | 426.0M | 224 | True | 1280 | 1000 | imagenet-1k | GhostNet | ghostnetv2_160 | 2023-08-20 | +| [ghostnetv2_130.in1k](https://huggingface.co/timm/ghostnetv2_130.in1k) | 7.7M | 291.4M | 224 | True | 1280 | 1000 | imagenet-1k | GhostNet | ghostnetv2_130 | 2023-08-20 | +| [ghostnetv2_100.in1k](https://huggingface.co/timm/ghostnetv2_100.in1k) | 4.9M | 183.8M | 224 | True | 1280 | 1000 | imagenet-1k | GhostNet | ghostnetv2_100 | 2023-08-20 | +| [ghostnet_100.in1k](https://huggingface.co/timm/ghostnet_100.in1k) | 3.9M | 153.9M | 224 | True | 1280 | 1000 | imagenet-1k | GhostNet | ghostnet_100 | 2023-08-20 | + +## Hiera + +10 models with model class `Hiera`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:--------------------|:-------------| +| [hiera_large_224.mae_in1k_ft_in1k](https://huggingface.co/timm/hiera_large_224.mae_in1k_ft_in1k) | 213.2M | 38.5G | 224 | True | 1152 | 1000 | imagenet-1k | Hiera | hiera_large_224 | 2024-05-14 | +| [hiera_large_224.mae](https://huggingface.co/timm/hiera_large_224.mae) | 212.0M | 38.5G | 224 | False | 1152 | 1152 | | Hiera | hiera_large_224 | 2024-05-14 | +| [hiera_base_plus_224.mae_in1k_ft_in1k](https://huggingface.co/timm/hiera_base_plus_224.mae_in1k_ft_in1k) | 69.5M | 12.0G | 224 | True | 896 | 1000 | imagenet-1k | Hiera | hiera_base_plus_224 | 2024-05-14 | +| [hiera_base_plus_224.mae](https://huggingface.co/timm/hiera_base_plus_224.mae) | 68.6M | 12.0G | 224 | False | 896 | 896 | | Hiera | hiera_base_plus_224 | 2024-05-14 | +| [hiera_base_224.mae_in1k_ft_in1k](https://huggingface.co/timm/hiera_base_224.mae_in1k_ft_in1k) | 51.2M | 8.8G | 224 | True | 768 | 1000 | imagenet-1k | Hiera | hiera_base_224 | 2024-05-14 | +| [hiera_base_224.mae](https://huggingface.co/timm/hiera_base_224.mae) | 50.4M | 8.8G | 224 | False | 768 | 768 | | Hiera | hiera_base_224 | 2024-05-14 | +| [hiera_small_224.mae_in1k_ft_in1k](https://huggingface.co/timm/hiera_small_224.mae_in1k_ft_in1k) | 34.7M | 6.0G | 224 | True | 768 | 1000 | imagenet-1k | Hiera | hiera_small_224 | 2024-05-14 | +| [hiera_small_224.mae](https://huggingface.co/timm/hiera_small_224.mae) | 33.9M | 6.0G | 224 | False | 768 | 768 | | Hiera | hiera_small_224 | 2024-05-14 | +| [hiera_tiny_224.mae_in1k_ft_in1k](https://huggingface.co/timm/hiera_tiny_224.mae_in1k_ft_in1k) | 27.6M | 4.6G | 224 | True | 768 | 1000 | imagenet-1k | Hiera | hiera_tiny_224 | 2024-05-14 | +| [hiera_tiny_224.mae](https://huggingface.co/timm/hiera_tiny_224.mae) | 26.8M | 4.6G | 224 | False | 768 | 768 | | Hiera | hiera_tiny_224 | 2024-05-14 | + +## HighPerfGpuNet + +19 models with model class `HighPerfGpuNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:---------------|:---------------|:-------------| +| [hgnet_base.ssld_in1k](https://huggingface.co/timm/hgnet_base.ssld_in1k) | 71.6M | 25.2G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnet_base | 2024-02-13 | +| [hgnetv2_b6.ssld_stage2_ft_in1k](https://huggingface.co/timm/hgnetv2_b6.ssld_stage2_ft_in1k) | 75.3M | 16.9G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b6 | 2024-02-13 | +| [hgnetv2_b6.ssld_stage1_in22k_in1k](https://huggingface.co/timm/hgnetv2_b6.ssld_stage1_in22k_in1k) | 75.3M | 16.9G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b6 | 2024-02-13 | +| [hgnet_small.ssld_in1k](https://huggingface.co/timm/hgnet_small.ssld_in1k) | 24.4M | 8.5G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnet_small | 2024-02-13 | +| [hgnet_small.paddle_in1k](https://huggingface.co/timm/hgnet_small.paddle_in1k) | 24.4M | 8.5G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnet_small | 2024-02-13 | +| [hgnetv2_b5.ssld_stage2_ft_in1k](https://huggingface.co/timm/hgnetv2_b5.ssld_stage2_ft_in1k) | 39.6M | 6.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b5 | 2024-02-13 | +| [hgnetv2_b5.ssld_stage1_in22k_in1k](https://huggingface.co/timm/hgnetv2_b5.ssld_stage1_in22k_in1k) | 39.6M | 6.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b5 | 2024-02-13 | +| [hgnet_tiny.ssld_in1k](https://huggingface.co/timm/hgnet_tiny.ssld_in1k) | 14.7M | 4.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnet_tiny | 2024-02-13 | +| [hgnet_tiny.paddle_in1k](https://huggingface.co/timm/hgnet_tiny.paddle_in1k) | 14.7M | 4.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnet_tiny | 2024-02-13 | +| [hgnetv2_b4.ssld_stage2_ft_in1k](https://huggingface.co/timm/hgnetv2_b4.ssld_stage2_ft_in1k) | 19.8M | 2.8G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b4 | 2024-02-13 | +| [hgnetv2_b4.ssld_stage1_in22k_in1k](https://huggingface.co/timm/hgnetv2_b4.ssld_stage1_in22k_in1k) | 19.8M | 2.8G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b4 | 2024-02-13 | +| [hgnetv2_b3.ssld_stage2_ft_in1k](https://huggingface.co/timm/hgnetv2_b3.ssld_stage2_ft_in1k) | 16.3M | 1.8G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b3 | 2024-02-13 | +| [hgnetv2_b3.ssld_stage1_in22k_in1k](https://huggingface.co/timm/hgnetv2_b3.ssld_stage1_in22k_in1k) | 16.3M | 1.8G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b3 | 2024-02-13 | +| [hgnetv2_b2.ssld_stage2_ft_in1k](https://huggingface.co/timm/hgnetv2_b2.ssld_stage2_ft_in1k) | 11.2M | 1.2G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b2 | 2024-02-13 | +| [hgnetv2_b2.ssld_stage1_in22k_in1k](https://huggingface.co/timm/hgnetv2_b2.ssld_stage1_in22k_in1k) | 11.2M | 1.2G | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b2 | 2024-02-13 | +| [hgnetv2_b1.ssld_stage2_ft_in1k](https://huggingface.co/timm/hgnetv2_b1.ssld_stage2_ft_in1k) | 6.3M | 500.4M | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b1 | 2024-02-13 | +| [hgnetv2_b1.ssld_stage1_in22k_in1k](https://huggingface.co/timm/hgnetv2_b1.ssld_stage1_in22k_in1k) | 6.3M | 500.4M | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b1 | 2024-02-13 | +| [hgnetv2_b0.ssld_stage2_ft_in1k](https://huggingface.co/timm/hgnetv2_b0.ssld_stage2_ft_in1k) | 6.0M | 329.9M | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b0 | 2024-02-13 | +| [hgnetv2_b0.ssld_stage1_in22k_in1k](https://huggingface.co/timm/hgnetv2_b0.ssld_stage1_in22k_in1k) | 6.0M | 329.9M | 224 | True | 2048 | 1000 | imagenet-1k | HighPerfGpuNet | hgnetv2_b0 | 2024-02-13 | + +## HighResolutionNet + +14 models with model class `HighResolutionNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------------|:-------------------|:-------------| +| [hrnet_w64.ms_in1k](https://huggingface.co/timm/hrnet_w64.ms_in1k) | 128.1M | 29.0G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w64 | 2023-04-25 | +| [hrnet_w48_ssld.paddle_in1k](https://huggingface.co/timm/hrnet_w48_ssld.paddle_in1k) | 77.5M | 17.4G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w48_ssld | 2023-04-25 | +| [hrnet_w48.ms_in1k](https://huggingface.co/timm/hrnet_w48.ms_in1k) | 77.5M | 17.4G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w48 | 2023-04-25 | +| [hrnet_w44.ms_in1k](https://huggingface.co/timm/hrnet_w44.ms_in1k) | 67.1M | 15.0G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w44 | 2023-04-25 | +| [hrnet_w40.ms_in1k](https://huggingface.co/timm/hrnet_w40.ms_in1k) | 57.6M | 12.8G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w40 | 2023-04-25 | +| [hrnet_w32.ms_in1k](https://huggingface.co/timm/hrnet_w32.ms_in1k) | 41.2M | 9.0G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w32 | 2023-04-25 | +| [hrnet_w30.ms_in1k](https://huggingface.co/timm/hrnet_w30.ms_in1k) | 37.7M | 8.2G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w30 | 2023-04-25 | +| [hrnet_w18_ssld.paddle_in1k](https://huggingface.co/timm/hrnet_w18_ssld.paddle_in1k) | 21.3M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w18_ssld | 2023-04-25 | +| [hrnet_w18.ms_in1k](https://huggingface.co/timm/hrnet_w18.ms_in1k) | 21.3M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w18 | 2023-04-25 | +| [hrnet_w18.ms_aug_in1k](https://huggingface.co/timm/hrnet_w18.ms_aug_in1k) | 21.3M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w18 | 2023-04-25 | +| [hrnet_w18_small_v2.gluon_in1k](https://huggingface.co/timm/hrnet_w18_small_v2.gluon_in1k) | 15.6M | 2.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w18_small_v2 | 2023-08-04 | +| [hrnet_w18_small_v2.ms_in1k](https://huggingface.co/timm/hrnet_w18_small_v2.ms_in1k) | 15.6M | 2.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w18_small_v2 | 2023-04-25 | +| [hrnet_w18_small.gluon_in1k](https://huggingface.co/timm/hrnet_w18_small.gluon_in1k) | 13.2M | 1.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w18_small | 2023-08-04 | +| [hrnet_w18_small.ms_in1k](https://huggingface.co/timm/hrnet_w18_small.ms_in1k) | 13.2M | 1.6G | 224 | True | 2048 | 1000 | imagenet-1k | HighResolutionNet | hrnet_w18_small | 2023-04-25 | + +## InceptionResnetV2 + +2 models with model class `InceptionResnetV2`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------------|:--------------------|:-------------| +| [inception_resnet_v2.tf_in1k](https://huggingface.co/timm/inception_resnet_v2.tf_in1k) | 55.8M | 13.2G | 299 | True | 1536 | 1000 | imagenet-1k | InceptionResnetV2 | inception_resnet_v2 | 2023-04-26 | +| [inception_resnet_v2.tf_ens_adv_in1k](https://huggingface.co/timm/inception_resnet_v2.tf_ens_adv_in1k) | 55.8M | 13.2G | 299 | True | 1536 | 1000 | imagenet-1k | InceptionResnetV2 | inception_resnet_v2 | 2023-04-26 | + +## InceptionV3 + +4 models with model class `InceptionV3`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------|:---------------|:-------------| +| [inception_v3.tv_in1k](https://huggingface.co/timm/inception_v3.tv_in1k) | 23.8M | 5.7G | 299 | True | 2048 | 1000 | imagenet-1k | InceptionV3 | inception_v3 | 2023-04-26 | +| [inception_v3.tf_in1k](https://huggingface.co/timm/inception_v3.tf_in1k) | 23.8M | 5.7G | 299 | True | 2048 | 1000 | imagenet-1k | InceptionV3 | inception_v3 | 2023-04-26 | +| [inception_v3.tf_adv_in1k](https://huggingface.co/timm/inception_v3.tf_adv_in1k) | 23.8M | 5.7G | 299 | True | 2048 | 1000 | imagenet-1k | InceptionV3 | inception_v3 | 2023-04-26 | +| [inception_v3.gluon_in1k](https://huggingface.co/timm/inception_v3.gluon_in1k) | 23.8M | 5.7G | 299 | True | 2048 | 1000 | imagenet-1k | InceptionV3 | inception_v3 | 2023-04-26 | + +## InceptionV4 + +1 model with model class `InceptionV4`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------|:---------------|:-------------| +| [inception_v4.tf_in1k](https://huggingface.co/timm/inception_v4.tf_in1k) | 42.6M | 12.3G | 299 | True | 1536 | 1000 | imagenet-1k | InceptionV4 | inception_v4 | 2023-04-26 | + +## MambaOut + +12 models with model class `MambaOut`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:---------|:-----------------------|:-------------| +| [mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k](https://huggingface.co/timm/mambaout_base_plus_rw.sw_e150_r384_in12k_ft_in1k) | 101.6M | 56.3G | 384 | True | 3072 | 1000 | imagenet-1k | MambaOut | mambaout_base_plus_rw | 2024-10-15 | +| [mambaout_base_plus_rw.sw_e150_in12k](https://huggingface.co/timm/mambaout_base_plus_rw.sw_e150_in12k) | 134.8M | 19.2G | 224 | True | 3072 | 11821 | imagenet-12k | MambaOut | mambaout_base_plus_rw | 2024-10-12 | +| [mambaout_base_plus_rw.sw_e150_in12k_ft_in1k](https://huggingface.co/timm/mambaout_base_plus_rw.sw_e150_in12k_ft_in1k) | 101.6M | 19.2G | 224 | True | 3072 | 1000 | imagenet-1k | MambaOut | mambaout_base_plus_rw | 2024-10-12 | +| [mambaout_base_wide_rw.sw_e500_in1k](https://huggingface.co/timm/mambaout_base_wide_rw.sw_e500_in1k) | 94.4M | 17.8G | 224 | True | 3072 | 1000 | imagenet-1k | MambaOut | mambaout_base_wide_rw | 2024-10-12 | +| [mambaout_base_short_rw.sw_e500_in1k](https://huggingface.co/timm/mambaout_base_short_rw.sw_e500_in1k) | 88.8M | 16.3G | 224 | True | 3072 | 1000 | imagenet-1k | MambaOut | mambaout_base_short_rw | 2024-10-12 | +| [mambaout_base_tall_rw.sw_e500_in1k](https://huggingface.co/timm/mambaout_base_tall_rw.sw_e500_in1k) | 86.4M | 16.1G | 224 | True | 3072 | 1000 | imagenet-1k | MambaOut | mambaout_base_tall_rw | 2024-10-12 | +| [mambaout_base.in1k](https://huggingface.co/timm/mambaout_base.in1k) | 84.8M | 15.8G | 224 | True | 3072 | 1000 | imagenet-1k | MambaOut | mambaout_base | 2024-10-12 | +| [mambaout_small_rw.sw_e450_in1k](https://huggingface.co/timm/mambaout_small_rw.sw_e450_in1k) | 48.5M | 8.9G | 224 | True | 2304 | 1000 | imagenet-1k | MambaOut | mambaout_small_rw | 2024-10-12 | +| [mambaout_small.in1k](https://huggingface.co/timm/mambaout_small.in1k) | 48.5M | 8.9G | 224 | True | 2304 | 1000 | imagenet-1k | MambaOut | mambaout_small | 2024-10-12 | +| [mambaout_tiny.in1k](https://huggingface.co/timm/mambaout_tiny.in1k) | 26.5M | 4.5G | 224 | True | 2304 | 1000 | imagenet-1k | MambaOut | mambaout_tiny | 2024-10-12 | +| [mambaout_kobe.in1k](https://huggingface.co/timm/mambaout_kobe.in1k) | 9.1M | 1.5G | 224 | True | 1152 | 1000 | imagenet-1k | MambaOut | mambaout_kobe | 2024-10-12 | +| [mambaout_femto.in1k](https://huggingface.co/timm/mambaout_femto.in1k) | 7.3M | 1.1G | 224 | True | 1152 | 1000 | imagenet-1k | MambaOut | mambaout_femto | 2024-10-12 | + +## MaxxVit + +48 models with model class `MaxxVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------------|:--------|:---------------------------|:-------------| +| [maxvit_large_tf_512.in21k_ft_in1k](https://huggingface.co/timm/maxvit_large_tf_512.in21k_ft_in1k) | 211.3M | 223.2G | 512 | True | 1024 | 1000 | imagenet-1k | MaxxVit | maxvit_large_tf_512 | 2022-12-03 | +| [maxvit_large_tf_512.in1k](https://huggingface.co/timm/maxvit_large_tf_512.in1k) | 211.3M | 223.2G | 512 | True | 1024 | 1000 | imagenet-1k | MaxxVit | maxvit_large_tf_512 | 2022-12-03 | +| [maxvit_large_tf_384.in21k_ft_in1k](https://huggingface.co/timm/maxvit_large_tf_384.in21k_ft_in1k) | 211.3M | 125.6G | 384 | True | 1024 | 1000 | imagenet-1k | MaxxVit | maxvit_large_tf_384 | 2022-12-03 | +| [maxvit_large_tf_384.in1k](https://huggingface.co/timm/maxvit_large_tf_384.in1k) | 211.3M | 125.6G | 384 | True | 1024 | 1000 | imagenet-1k | MaxxVit | maxvit_large_tf_384 | 2022-12-03 | +| [maxvit_base_tf_512.in21k_ft_in1k](https://huggingface.co/timm/maxvit_base_tf_512.in21k_ft_in1k) | 119.1M | 121.9G | 512 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_base_tf_512 | 2022-12-03 | +| [maxvit_base_tf_512.in1k](https://huggingface.co/timm/maxvit_base_tf_512.in1k) | 119.1M | 121.9G | 512 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_base_tf_512 | 2022-12-03 | +| [maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k](https://huggingface.co/timm/maxxvitv2_rmlp_base_rw_384.sw_in12k_ft_in1k) | 116.0M | 70.0G | 384 | True | 1024 | 1000 | imagenet-1k | MaxxVit | maxxvitv2_rmlp_base_rw_384 | 2023-01-21 | +| [maxvit_base_tf_384.in21k_ft_in1k](https://huggingface.co/timm/maxvit_base_tf_384.in21k_ft_in1k) | 119.1M | 68.6G | 384 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_base_tf_384 | 2022-12-03 | +| [maxvit_base_tf_384.in1k](https://huggingface.co/timm/maxvit_base_tf_384.in1k) | 119.1M | 68.6G | 384 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_base_tf_384 | 2022-12-03 | +| [maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k](https://huggingface.co/timm/maxvit_rmlp_base_rw_384.sw_in12k_ft_in1k) | 115.9M | 66.2G | 384 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_rmlp_base_rw_384 | 2023-01-21 | +| [maxvit_small_tf_512.in1k](https://huggingface.co/timm/maxvit_small_tf_512.in1k) | 68.7M | 58.9G | 512 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_small_tf_512 | 2022-12-03 | +| [coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k](https://huggingface.co/timm/coatnet_rmlp_2_rw_384.sw_in12k_ft_in1k) | 73.8M | 42.8G | 384 | True | 1024 | 1000 | imagenet-1k | MaxxVit | coatnet_rmlp_2_rw_384 | 2023-01-21 | +| [maxvit_large_tf_224.in21k](https://huggingface.co/timm/maxvit_large_tf_224.in21k) | 232.7M | 42.8G | 224 | True | 1024 | 21843 | imagenet-21k-goog | MaxxVit | maxvit_large_tf_224 | 2023-05-11 | +| [maxvit_large_tf_224.in1k](https://huggingface.co/timm/maxvit_large_tf_224.in1k) | 211.3M | 42.7G | 224 | True | 1024 | 1000 | imagenet-1k | MaxxVit | maxvit_large_tf_224 | 2022-12-03 | +| [maxvit_small_tf_384.in1k](https://huggingface.co/timm/maxvit_small_tf_384.in1k) | 68.7M | 33.1G | 384 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_small_tf_384 | 2022-12-03 | +| [coatnet_3_rw_224.sw_in12k](https://huggingface.co/timm/coatnet_3_rw_224.sw_in12k) | 181.4M | 32.5G | 224 | True | 1536 | 11821 | imagenet-12k | MaxxVit | coatnet_3_rw_224 | 2023-01-21 | +| [maxvit_tiny_tf_512.in1k](https://huggingface.co/timm/maxvit_tiny_tf_512.in1k) | 30.8M | 27.9G | 512 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxvit_tiny_tf_512 | 2022-12-03 | +| [maxxvitv2_rmlp_base_rw_224.sw_in12k](https://huggingface.co/timm/maxxvitv2_rmlp_base_rw_224.sw_in12k) | 127.1M | 23.8G | 224 | True | 1024 | 11821 | imagenet-12k | MaxxVit | maxxvitv2_rmlp_base_rw_224 | 2023-01-21 | +| [maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k](https://huggingface.co/timm/maxxvitv2_rmlp_base_rw_224.sw_in12k_ft_in1k) | 116.0M | 23.8G | 224 | True | 1024 | 1000 | imagenet-1k | MaxxVit | maxxvitv2_rmlp_base_rw_224 | 2023-01-21 | +| [maxvit_base_tf_224.in21k](https://huggingface.co/timm/maxvit_base_tf_224.in21k) | 135.1M | 23.4G | 224 | True | 768 | 21843 | imagenet-21k-goog | MaxxVit | maxvit_base_tf_224 | 2023-05-11 | +| [maxvit_base_tf_224.in1k](https://huggingface.co/timm/maxvit_base_tf_224.in1k) | 119.1M | 23.3G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_base_tf_224 | 2022-12-03 | +| [maxvit_rmlp_base_rw_224.sw_in12k](https://huggingface.co/timm/maxvit_rmlp_base_rw_224.sw_in12k) | 124.3M | 22.5G | 224 | True | 768 | 11821 | imagenet-12k | MaxxVit | maxvit_rmlp_base_rw_224 | 2023-01-21 | +| [maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k](https://huggingface.co/timm/maxvit_rmlp_base_rw_224.sw_in12k_ft_in1k) | 115.9M | 22.5G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_rmlp_base_rw_224 | 2023-01-21 | +| [maxvit_tiny_tf_384.in1k](https://huggingface.co/timm/maxvit_tiny_tf_384.in1k) | 30.8M | 15.7G | 384 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxvit_tiny_tf_384 | 2022-12-03 | +| [coatnet_rmlp_2_rw_224.sw_in12k](https://huggingface.co/timm/coatnet_rmlp_2_rw_224.sw_in12k) | 84.9M | 14.6G | 224 | True | 1024 | 11821 | imagenet-12k | MaxxVit | coatnet_rmlp_2_rw_224 | 2023-01-21 | +| [coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k](https://huggingface.co/timm/coatnet_rmlp_2_rw_224.sw_in12k_ft_in1k) | 73.8M | 14.6G | 224 | True | 1024 | 1000 | imagenet-1k | MaxxVit | coatnet_rmlp_2_rw_224 | 2023-01-21 | +| [coatnet_rmlp_2_rw_224.sw_in1k](https://huggingface.co/timm/coatnet_rmlp_2_rw_224.sw_in1k) | 73.8M | 14.6G | 224 | True | 1024 | 1000 | imagenet-1k | MaxxVit | coatnet_rmlp_2_rw_224 | 2023-01-21 | +| [coatnet_2_rw_224.sw_in12k](https://huggingface.co/timm/coatnet_2_rw_224.sw_in12k) | 84.7M | 14.5G | 224 | True | 1024 | 11821 | imagenet-12k | MaxxVit | coatnet_2_rw_224 | 2023-01-21 | +| [coatnet_2_rw_224.sw_in12k_ft_in1k](https://huggingface.co/timm/coatnet_2_rw_224.sw_in12k_ft_in1k) | 73.6M | 14.5G | 224 | True | 1024 | 1000 | imagenet-1k | MaxxVit | coatnet_2_rw_224 | 2023-01-21 | +| [maxxvit_rmlp_small_rw_256.sw_in1k](https://huggingface.co/timm/maxxvit_rmlp_small_rw_256.sw_in1k) | 65.9M | 14.2G | 256 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxxvit_rmlp_small_rw_256 | 2023-01-21 | +| [maxvit_small_tf_224.in1k](https://huggingface.co/timm/maxvit_small_tf_224.in1k) | 68.7M | 11.3G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_small_tf_224 | 2022-12-03 | +| [maxvit_rmlp_small_rw_224.sw_in1k](https://huggingface.co/timm/maxvit_rmlp_small_rw_224.sw_in1k) | 64.8M | 10.4G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxvit_rmlp_small_rw_224 | 2023-01-21 | +| [coatnet_rmlp_1_rw2_224.sw_in12k](https://huggingface.co/timm/coatnet_rmlp_1_rw2_224.sw_in12k) | 50.0M | 7.7G | 224 | True | 768 | 11821 | imagenet-12k | MaxxVit | coatnet_rmlp_1_rw2_224 | 2023-01-21 | +| [coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k](https://huggingface.co/timm/coatnet_rmlp_1_rw2_224.sw_in12k_ft_in1k) | 41.7M | 7.7G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | coatnet_rmlp_1_rw2_224 | 2023-01-21 | +| [coatnet_1_rw_224.sw_in1k](https://huggingface.co/timm/coatnet_1_rw_224.sw_in1k) | 41.5M | 7.6G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | coatnet_1_rw_224 | 2023-01-21 | +| [coatnet_rmlp_1_rw_224.sw_in1k](https://huggingface.co/timm/coatnet_rmlp_1_rw_224.sw_in1k) | 41.6M | 7.4G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | coatnet_rmlp_1_rw_224 | 2023-01-21 | +| [maxvit_rmlp_tiny_rw_256.sw_in1k](https://huggingface.co/timm/maxvit_rmlp_tiny_rw_256.sw_in1k) | 29.1M | 6.4G | 256 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxvit_rmlp_tiny_rw_256 | 2023-01-21 | +| [maxxvitv2_nano_rw_256.sw_in1k](https://huggingface.co/timm/maxxvitv2_nano_rw_256.sw_in1k) | 23.7M | 6.1G | 256 | True | 768 | 1000 | imagenet-1k | MaxxVit | maxxvitv2_nano_rw_256 | 2023-01-21 | +| [maxvit_tiny_tf_224.in1k](https://huggingface.co/timm/maxvit_tiny_tf_224.in1k) | 30.8M | 5.3G | 224 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxvit_tiny_tf_224 | 2022-12-03 | +| [maxvit_tiny_rw_224.sw_in1k](https://huggingface.co/timm/maxvit_tiny_rw_224.sw_in1k) | 29.0M | 4.9G | 224 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxvit_tiny_rw_224 | 2023-01-21 | +| [coatnet_bn_0_rw_224.sw_in1k](https://huggingface.co/timm/coatnet_bn_0_rw_224.sw_in1k) | 27.4M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | coatnet_bn_0_rw_224 | 2023-01-21 | +| [maxvit_rmlp_nano_rw_256.sw_in1k](https://huggingface.co/timm/maxvit_rmlp_nano_rw_256.sw_in1k) | 15.5M | 4.2G | 256 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxvit_rmlp_nano_rw_256 | 2023-01-21 | +| [maxvit_nano_rw_256.sw_in1k](https://huggingface.co/timm/maxvit_nano_rw_256.sw_in1k) | 15.4M | 4.2G | 256 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxvit_nano_rw_256 | 2023-01-21 | +| [coatnet_0_rw_224.sw_in1k](https://huggingface.co/timm/coatnet_0_rw_224.sw_in1k) | 27.3M | 4.2G | 224 | True | 768 | 1000 | imagenet-1k | MaxxVit | coatnet_0_rw_224 | 2023-01-21 | +| [maxxvit_rmlp_nano_rw_256.sw_in1k](https://huggingface.co/timm/maxxvit_rmlp_nano_rw_256.sw_in1k) | 16.8M | 4.2G | 256 | True | 512 | 1000 | imagenet-1k | MaxxVit | maxxvit_rmlp_nano_rw_256 | 2023-01-21 | +| [coatnext_nano_rw_224.sw_in1k](https://huggingface.co/timm/coatnext_nano_rw_224.sw_in1k) | 14.6M | 2.3G | 224 | True | 512 | 1000 | imagenet-1k | MaxxVit | coatnext_nano_rw_224 | 2023-01-21 | +| [coatnet_nano_rw_224.sw_in1k](https://huggingface.co/timm/coatnet_nano_rw_224.sw_in1k) | 15.1M | 2.3G | 224 | True | 512 | 1000 | imagenet-1k | MaxxVit | coatnet_nano_rw_224 | 2023-01-21 | +| [maxvit_rmlp_pico_rw_256.sw_in1k](https://huggingface.co/timm/maxvit_rmlp_pico_rw_256.sw_in1k) | 7.5M | 1.7G | 256 | True | 256 | 1000 | imagenet-1k | MaxxVit | maxvit_rmlp_pico_rw_256 | 2023-01-21 | + +## MetaFormer + +50 models with model class `MetaFormer`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:-----------|:-----------------|:-------------| +| [convformer_b36.sail_in22k_ft_in1k_384](https://huggingface.co/timm/convformer_b36.sail_in22k_ft_in1k_384) | 99.8M | 66.5G | 384 | True | 768 | 1000 | imagenet-1k | MetaFormer | convformer_b36 | 2023-05-05 | +| [convformer_b36.sail_in1k_384](https://huggingface.co/timm/convformer_b36.sail_in1k_384) | 99.8M | 66.5G | 384 | True | 768 | 1000 | imagenet-1k | MetaFormer | convformer_b36 | 2023-05-05 | +| [caformer_b36.sail_in22k_ft_in1k_384](https://huggingface.co/timm/caformer_b36.sail_in22k_ft_in1k_384) | 98.7M | 65.9G | 384 | True | 768 | 1000 | imagenet-1k | MetaFormer | caformer_b36 | 2023-05-05 | +| [caformer_b36.sail_in1k_384](https://huggingface.co/timm/caformer_b36.sail_in1k_384) | 98.7M | 65.9G | 384 | True | 768 | 1000 | imagenet-1k | MetaFormer | caformer_b36 | 2023-05-05 | +| [convformer_m36.sail_in22k_ft_in1k_384](https://huggingface.co/timm/convformer_m36.sail_in22k_ft_in1k_384) | 57.0M | 37.7G | 384 | True | 576 | 1000 | imagenet-1k | MetaFormer | convformer_m36 | 2023-05-05 | +| [convformer_m36.sail_in1k_384](https://huggingface.co/timm/convformer_m36.sail_in1k_384) | 57.0M | 37.7G | 384 | True | 576 | 1000 | imagenet-1k | MetaFormer | convformer_m36 | 2023-05-05 | +| [caformer_m36.sail_in22k_ft_in1k_384](https://huggingface.co/timm/caformer_m36.sail_in22k_ft_in1k_384) | 56.2M | 37.3G | 384 | True | 576 | 1000 | imagenet-1k | MetaFormer | caformer_m36 | 2023-05-05 | +| [caformer_m36.sail_in1k_384](https://huggingface.co/timm/caformer_m36.sail_in1k_384) | 56.2M | 37.3G | 384 | True | 576 | 1000 | imagenet-1k | MetaFormer | caformer_m36 | 2023-05-05 | +| [convformer_b36.sail_in22k](https://huggingface.co/timm/convformer_b36.sail_in22k) | 163.9M | 22.7G | 224 | True | 768 | 21841 | imagenet-22k | MetaFormer | convformer_b36 | 2023-05-05 | +| [convformer_b36.sail_in22k_ft_in1k](https://huggingface.co/timm/convformer_b36.sail_in22k_ft_in1k) | 99.8M | 22.6G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | convformer_b36 | 2023-05-05 | +| [convformer_b36.sail_in1k](https://huggingface.co/timm/convformer_b36.sail_in1k) | 99.8M | 22.6G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | convformer_b36 | 2023-05-05 | +| [caformer_b36.sail_in22k](https://huggingface.co/timm/caformer_b36.sail_in22k) | 162.7M | 22.5G | 224 | True | 768 | 21841 | imagenet-22k | MetaFormer | caformer_b36 | 2023-05-05 | +| [convformer_s36.sail_in22k_ft_in1k_384](https://huggingface.co/timm/convformer_s36.sail_in22k_ft_in1k_384) | 40.0M | 22.4G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s36 | 2023-05-05 | +| [convformer_s36.sail_in1k_384](https://huggingface.co/timm/convformer_s36.sail_in1k_384) | 40.0M | 22.4G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s36 | 2023-05-05 | +| [caformer_b36.sail_in22k_ft_in1k](https://huggingface.co/timm/caformer_b36.sail_in22k_ft_in1k) | 98.7M | 22.4G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | caformer_b36 | 2023-05-05 | +| [caformer_b36.sail_in1k](https://huggingface.co/timm/caformer_b36.sail_in1k) | 98.7M | 22.4G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | caformer_b36 | 2023-05-05 | +| [caformer_s36.sail_in22k_ft_in1k_384](https://huggingface.co/timm/caformer_s36.sail_in22k_ft_in1k_384) | 39.3M | 22.1G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s36 | 2023-05-05 | +| [caformer_s36.sail_in1k_384](https://huggingface.co/timm/caformer_s36.sail_in1k_384) | 39.3M | 22.1G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s36 | 2023-05-05 | +| [convformer_m36.sail_in22k](https://huggingface.co/timm/convformer_m36.sail_in22k) | 105.0M | 12.9G | 224 | True | 576 | 21841 | imagenet-22k | MetaFormer | convformer_m36 | 2023-05-05 | +| [convformer_m36.sail_in22k_ft_in1k](https://huggingface.co/timm/convformer_m36.sail_in22k_ft_in1k) | 57.0M | 12.8G | 224 | True | 576 | 1000 | imagenet-1k | MetaFormer | convformer_m36 | 2023-05-05 | +| [convformer_m36.sail_in1k](https://huggingface.co/timm/convformer_m36.sail_in1k) | 57.0M | 12.8G | 224 | True | 576 | 1000 | imagenet-1k | MetaFormer | convformer_m36 | 2023-05-05 | +| [caformer_m36.sail_in22k](https://huggingface.co/timm/caformer_m36.sail_in22k) | 104.2M | 12.7G | 224 | True | 576 | 21841 | imagenet-22k | MetaFormer | caformer_m36 | 2023-05-05 | +| [caformer_m36.sail_in22k_ft_in1k](https://huggingface.co/timm/caformer_m36.sail_in22k_ft_in1k) | 56.2M | 12.7G | 224 | True | 576 | 1000 | imagenet-1k | MetaFormer | caformer_m36 | 2023-05-05 | +| [caformer_m36.sail_in1k](https://huggingface.co/timm/caformer_m36.sail_in1k) | 56.2M | 12.7G | 224 | True | 576 | 1000 | imagenet-1k | MetaFormer | caformer_m36 | 2023-05-05 | +| [convformer_s18.sail_in22k_ft_in1k_384](https://huggingface.co/timm/convformer_s18.sail_in22k_ft_in1k_384) | 26.7M | 11.6G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s18 | 2023-05-05 | +| [convformer_s18.sail_in1k_384](https://huggingface.co/timm/convformer_s18.sail_in1k_384) | 26.7M | 11.6G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s18 | 2023-05-05 | +| [poolformerv2_m48.sail_in1k](https://huggingface.co/timm/poolformerv2_m48.sail_in1k) | 73.3M | 11.5G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | poolformerv2_m48 | 2023-05-05 | +| [poolformer_m48.sail_in1k](https://huggingface.co/timm/poolformer_m48.sail_in1k) | 73.4M | 11.5G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | poolformer_m48 | 2023-05-05 | +| [caformer_s18.sail_in22k_ft_in1k_384](https://huggingface.co/timm/caformer_s18.sail_in22k_ft_in1k_384) | 26.3M | 11.4G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s18 | 2023-05-05 | +| [caformer_s18.sail_in1k_384](https://huggingface.co/timm/caformer_s18.sail_in1k_384) | 26.3M | 11.4G | 384 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s18 | 2023-05-05 | +| [poolformerv2_m36.sail_in1k](https://huggingface.co/timm/poolformerv2_m36.sail_in1k) | 56.0M | 8.8G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | poolformerv2_m36 | 2023-05-05 | +| [poolformer_m36.sail_in1k](https://huggingface.co/timm/poolformer_m36.sail_in1k) | 56.1M | 8.8G | 224 | True | 768 | 1000 | imagenet-1k | MetaFormer | poolformer_m36 | 2023-05-05 | +| [convformer_s36.sail_in22k](https://huggingface.co/timm/convformer_s36.sail_in22k) | 82.7M | 7.7G | 224 | True | 512 | 21841 | imagenet-22k | MetaFormer | convformer_s36 | 2023-05-05 | +| [convformer_s36.sail_in22k_ft_in1k](https://huggingface.co/timm/convformer_s36.sail_in22k_ft_in1k) | 40.0M | 7.6G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s36 | 2023-05-05 | +| [convformer_s36.sail_in1k](https://huggingface.co/timm/convformer_s36.sail_in1k) | 40.0M | 7.6G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s36 | 2023-05-05 | +| [caformer_s36.sail_in22k](https://huggingface.co/timm/caformer_s36.sail_in22k) | 82.0M | 7.6G | 224 | True | 512 | 21841 | imagenet-22k | MetaFormer | caformer_s36 | 2023-05-05 | +| [caformer_s36.sail_in22k_ft_in1k](https://huggingface.co/timm/caformer_s36.sail_in22k_ft_in1k) | 39.3M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s36 | 2023-05-05 | +| [caformer_s36.sail_in1k](https://huggingface.co/timm/caformer_s36.sail_in1k) | 39.3M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s36 | 2023-05-05 | +| [poolformerv2_s36.sail_in1k](https://huggingface.co/timm/poolformerv2_s36.sail_in1k) | 30.8M | 5.0G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | poolformerv2_s36 | 2023-05-05 | +| [poolformer_s36.sail_in1k](https://huggingface.co/timm/poolformer_s36.sail_in1k) | 30.8M | 5.0G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | poolformer_s36 | 2023-05-05 | +| [convformer_s18.sail_in22k](https://huggingface.co/timm/convformer_s18.sail_in22k) | 69.5M | 4.0G | 224 | True | 512 | 21841 | imagenet-22k | MetaFormer | convformer_s18 | 2023-05-05 | +| [convformer_s18.sail_in22k_ft_in1k](https://huggingface.co/timm/convformer_s18.sail_in22k_ft_in1k) | 26.7M | 3.9G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s18 | 2023-05-05 | +| [convformer_s18.sail_in1k](https://huggingface.co/timm/convformer_s18.sail_in1k) | 26.7M | 3.9G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | convformer_s18 | 2023-05-05 | +| [caformer_s18.sail_in22k](https://huggingface.co/timm/caformer_s18.sail_in22k) | 69.0M | 3.9G | 224 | True | 512 | 21841 | imagenet-22k | MetaFormer | caformer_s18 | 2023-05-05 | +| [caformer_s18.sail_in22k_ft_in1k](https://huggingface.co/timm/caformer_s18.sail_in22k_ft_in1k) | 26.3M | 3.9G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s18 | 2023-05-05 | +| [caformer_s18.sail_in1k](https://huggingface.co/timm/caformer_s18.sail_in1k) | 26.3M | 3.9G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | caformer_s18 | 2023-05-05 | +| [poolformerv2_s24.sail_in1k](https://huggingface.co/timm/poolformerv2_s24.sail_in1k) | 21.3M | 3.4G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | poolformerv2_s24 | 2023-05-05 | +| [poolformer_s24.sail_in1k](https://huggingface.co/timm/poolformer_s24.sail_in1k) | 21.3M | 3.4G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | poolformer_s24 | 2023-05-05 | +| [poolformerv2_s12.sail_in1k](https://huggingface.co/timm/poolformerv2_s12.sail_in1k) | 11.9M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | poolformerv2_s12 | 2023-05-05 | +| [poolformer_s12.sail_in1k](https://huggingface.co/timm/poolformer_s12.sail_in1k) | 11.9M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | MetaFormer | poolformer_s12 | 2023-05-05 | + +## MetaNeXt + +5 models with model class `MetaNeXt`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:---------|:---------------------|:-------------| +| [inception_next_base.sail_in1k_384](https://huggingface.co/timm/inception_next_base.sail_in1k_384) | 86.7M | 43.7G | 384 | True | 3072 | 1000 | imagenet-1k | MetaNeXt | inception_next_base | 2023-08-25 | +| [inception_next_base.sail_in1k](https://huggingface.co/timm/inception_next_base.sail_in1k) | 86.7M | 14.9G | 224 | True | 3072 | 1000 | imagenet-1k | MetaNeXt | inception_next_base | 2023-08-25 | +| [inception_next_small.sail_in1k](https://huggingface.co/timm/inception_next_small.sail_in1k) | 49.4M | 8.4G | 224 | True | 2304 | 1000 | imagenet-1k | MetaNeXt | inception_next_small | 2023-08-25 | +| [inception_next_tiny.sail_in1k](https://huggingface.co/timm/inception_next_tiny.sail_in1k) | 28.0M | 4.2G | 224 | True | 2304 | 1000 | imagenet-1k | MetaNeXt | inception_next_tiny | 2023-08-25 | +| [inception_next_atto.sail_in1k](https://huggingface.co/timm/inception_next_atto.sail_in1k) | 4.2M | 506.8M | 224 | True | 960 | 1000 | imagenet-1k | MetaNeXt | inception_next_atto | 2024-12-07 | + +## MlpMixer + +19 models with model class `MlpMixer`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------------|:---------|:------------------|:-------------| +| [resmlp_big_24_224.fb_in22k_ft_in1k](https://huggingface.co/timm/resmlp_big_24_224.fb_in22k_ft_in1k) | 129.0M | 100.2G | 224 | True | 768 | 1000 | imagenet-1k | MlpMixer | resmlp_big_24_224 | 2023-03-28 | +| [resmlp_big_24_224.fb_in1k](https://huggingface.co/timm/resmlp_big_24_224.fb_in1k) | 129.0M | 100.2G | 224 | True | 768 | 1000 | imagenet-1k | MlpMixer | resmlp_big_24_224 | 2023-03-28 | +| [resmlp_big_24_224.fb_distilled_in1k](https://huggingface.co/timm/resmlp_big_24_224.fb_distilled_in1k) | 129.0M | 100.2G | 224 | True | 768 | 1000 | imagenet-1k | MlpMixer | resmlp_big_24_224 | 2023-03-28 | +| [mixer_l16_224.goog_in21k](https://huggingface.co/timm/mixer_l16_224.goog_in21k) | 229.6M | 44.6G | 224 | True | 1024 | 21843 | imagenet-21k-goog | MlpMixer | mixer_l16_224 | 2023-03-28 | +| [mixer_l16_224.goog_in21k_ft_in1k](https://huggingface.co/timm/mixer_l16_224.goog_in21k_ft_in1k) | 208.2M | 44.6G | 224 | True | 1024 | 1000 | imagenet-1k | MlpMixer | mixer_l16_224 | 2023-03-28 | +| [mixer_b16_224.goog_in21k](https://huggingface.co/timm/mixer_b16_224.goog_in21k) | 75.9M | 12.6G | 224 | True | 768 | 21843 | imagenet-21k-goog | MlpMixer | mixer_b16_224 | 2023-03-28 | +| [mixer_b16_224.miil_in21k](https://huggingface.co/timm/mixer_b16_224.miil_in21k) | 67.7M | 12.6G | 224 | True | 768 | 11221 | imagenet-21k-miil | MlpMixer | mixer_b16_224 | 2023-03-28 | +| [mixer_b16_224.miil_in21k_ft_in1k](https://huggingface.co/timm/mixer_b16_224.miil_in21k_ft_in1k) | 59.9M | 12.6G | 224 | True | 768 | 1000 | imagenet-1k | MlpMixer | mixer_b16_224 | 2023-03-28 | +| [mixer_b16_224.goog_in21k_ft_in1k](https://huggingface.co/timm/mixer_b16_224.goog_in21k_ft_in1k) | 59.9M | 12.6G | 224 | True | 768 | 1000 | imagenet-1k | MlpMixer | mixer_b16_224 | 2023-03-28 | +| [resmlp_36_224.fb_in1k](https://huggingface.co/timm/resmlp_36_224.fb_in1k) | 44.6M | 8.9G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_36_224 | 2023-03-28 | +| [resmlp_36_224.fb_distilled_in1k](https://huggingface.co/timm/resmlp_36_224.fb_distilled_in1k) | 44.6M | 8.9G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_36_224 | 2023-03-28 | +| [resmlp_24_224.fb_in1k](https://huggingface.co/timm/resmlp_24_224.fb_in1k) | 30.0M | 6.0G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_24_224 | 2023-03-28 | +| [resmlp_24_224.fb_distilled_in1k](https://huggingface.co/timm/resmlp_24_224.fb_distilled_in1k) | 30.0M | 6.0G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_24_224 | 2023-03-28 | +| [resmlp_24_224.fb_dino](https://huggingface.co/timm/resmlp_24_224.fb_dino) | 30.0M | 6.0G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_24_224 | 2023-03-28 | +| [gmixer_24_224.ra3_in1k](https://huggingface.co/timm/gmixer_24_224.ra3_in1k) | 24.7M | 5.3G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | gmixer_24_224 | 2023-03-28 | +| [gmlp_s16_224.ra3_in1k](https://huggingface.co/timm/gmlp_s16_224.ra3_in1k) | 19.4M | 4.4G | 224 | True | 256 | 1000 | imagenet-1k | MlpMixer | gmlp_s16_224 | 2023-03-28 | +| [resmlp_12_224.fb_in1k](https://huggingface.co/timm/resmlp_12_224.fb_in1k) | 15.3M | 3.0G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_12_224 | 2023-03-28 | +| [resmlp_12_224.fb_distilled_in1k](https://huggingface.co/timm/resmlp_12_224.fb_distilled_in1k) | 15.3M | 3.0G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_12_224 | 2023-03-28 | +| [resmlp_12_224.fb_dino](https://huggingface.co/timm/resmlp_12_224.fb_dino) | 15.3M | 3.0G | 224 | True | 384 | 1000 | imagenet-1k | MlpMixer | resmlp_12_224 | 2023-03-28 | + +## MobileNetV3 + +45 models with model class `MobileNetV3`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------------|:------------|:-----------------------------|:-------------| +| [mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k](https://huggingface.co/timm/mobilenetv4_conv_aa_large.e230_r448_in12k_ft_in1k) | 31.2M | 9.5G | 448 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_aa_large | 2024-07-26 | +| [mobilenetv4_hybrid_large.ix_e600_r384_in1k](https://huggingface.co/timm/mobilenetv4_hybrid_large.ix_e600_r384_in1k) | 36.3M | 7.4G | 384 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_hybrid_large | 2024-06-25 | +| [mobilenetv4_hybrid_large.e600_r384_in1k](https://huggingface.co/timm/mobilenetv4_hybrid_large.e600_r384_in1k) | 36.3M | 7.4G | 384 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_hybrid_large | 2024-06-18 | +| [mobilenetv4_conv_aa_large.e600_r384_in1k](https://huggingface.co/timm/mobilenetv4_conv_aa_large.e600_r384_in1k) | 31.2M | 7.0G | 384 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_aa_large | 2024-07-26 | +| [mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k](https://huggingface.co/timm/mobilenetv4_conv_aa_large.e230_r384_in12k_ft_in1k) | 31.2M | 7.0G | 384 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_aa_large | 2024-07-26 | +| [mobilenetv4_conv_aa_large.e230_r384_in12k](https://huggingface.co/timm/mobilenetv4_conv_aa_large.e230_r384_in12k) | 31.2M | 7.0G | 384 | True | 1280 | 11821 | imagenet-12k | MobileNetV3 | mobilenetv4_conv_aa_large | 2024-07-26 | +| [mobilenetv4_conv_large.e600_r384_in1k](https://huggingface.co/timm/mobilenetv4_conv_large.e600_r384_in1k) | 31.2M | 6.4G | 384 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_large | 2024-06-13 | +| [mobilenetv4_conv_large.e500_r256_in1k](https://huggingface.co/timm/mobilenetv4_conv_large.e500_r256_in1k) | 31.2M | 2.8G | 256 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_large | 2024-06-12 | +| [mobilenetv4_hybrid_medium.ix_e550_r384_in1k](https://huggingface.co/timm/mobilenetv4_hybrid_medium.ix_e550_r384_in1k) | 9.7M | 2.8G | 384 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_hybrid_medium | 2024-06-25 | +| [mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k](https://huggingface.co/timm/mobilenetv4_conv_medium.e250_r384_in12k_ft_in1k) | 8.4M | 2.4G | 384 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_medium | 2024-11-23 | +| [mobilenetv4_conv_medium.e250_r384_in12k](https://huggingface.co/timm/mobilenetv4_conv_medium.e250_r384_in12k) | 8.4M | 2.4G | 384 | True | 1280 | 11821 | imagenet-12k | MobileNetV3 | mobilenetv4_conv_medium | 2024-11-18 | +| [mobilenetv4_conv_medium.e180_r384_in12k](https://huggingface.co/timm/mobilenetv4_conv_medium.e180_r384_in12k) | 8.4M | 2.4G | 384 | True | 1280 | 11821 | imagenet-12k | MobileNetV3 | mobilenetv4_conv_medium | 2024-11-18 | +| [mobilenetv4_conv_medium.e180_ad_r384_in12k](https://huggingface.co/timm/mobilenetv4_conv_medium.e180_ad_r384_in12k) | 8.4M | 2.4G | 384 | True | 1280 | 11821 | imagenet-12k | MobileNetV3 | mobilenetv4_conv_medium | 2024-11-18 | +| [fbnetv3_g.ra2_in1k](https://huggingface.co/timm/fbnetv3_g.ra2_in1k) | 14.5M | 1.3G | 240 | True | 1984 | 1000 | imagenet-1k | MobileNetV3 | fbnetv3_g | 2022-12-16 | +| [mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k](https://huggingface.co/timm/mobilenetv4_hybrid_medium.e200_r256_in12k_ft_in1k) | 9.7M | 1.2G | 256 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_hybrid_medium | 2024-07-26 | +| [mobilenetv4_hybrid_medium.e200_r256_in12k](https://huggingface.co/timm/mobilenetv4_hybrid_medium.e200_r256_in12k) | 9.7M | 1.2G | 256 | True | 1280 | 11821 | imagenet-12k | MobileNetV3 | mobilenetv4_hybrid_medium | 2024-07-26 | +| [mobilenetv4_hybrid_medium.ix_e550_r256_in1k](https://huggingface.co/timm/mobilenetv4_hybrid_medium.ix_e550_r256_in1k) | 9.7M | 1.2G | 256 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_hybrid_medium | 2024-06-25 | +| [mobilenetv4_conv_blur_medium.e500_r224_in1k](https://huggingface.co/timm/mobilenetv4_conv_blur_medium.e500_r224_in1k) | 8.4M | 1.2G | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_blur_medium | 2024-06-12 | +| [mobilenetv4_conv_medium.e500_r256_in1k](https://huggingface.co/timm/mobilenetv4_conv_medium.e500_r256_in1k) | 8.4M | 1.1G | 256 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_medium | 2024-06-12 | +| [mobilenetv3_large_150d.ra4_e3600_r256_in1k](https://huggingface.co/timm/mobilenetv3_large_150d.ra4_e3600_r256_in1k) | 13.3M | 1.0G | 256 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_large_150d | 2024-09-03 | +| [mobilenetv4_hybrid_medium.e500_r224_in1k](https://huggingface.co/timm/mobilenetv4_hybrid_medium.e500_r224_in1k) | 9.7M | 940.7M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_hybrid_medium | 2024-06-12 | +| [mobilenetv4_conv_medium.e500_r224_in1k](https://huggingface.co/timm/mobilenetv4_conv_medium.e500_r224_in1k) | 8.4M | 826.4M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_medium | 2024-06-12 | +| [fbnetv3_d.ra2_in1k](https://huggingface.co/timm/fbnetv3_d.ra2_in1k) | 8.3M | 500.1M | 224 | True | 1984 | 1000 | imagenet-1k | MobileNetV3 | fbnetv3_d | 2022-12-16 | +| [fbnetv3_b.ra2_in1k](https://huggingface.co/timm/fbnetv3_b.ra2_in1k) | 6.6M | 405.6M | 224 | True | 1984 | 1000 | imagenet-1k | MobileNetV3 | fbnetv3_b | 2022-12-16 | +| [hardcorenas_f.miil_green_in1k](https://huggingface.co/timm/hardcorenas_f.miil_green_in1k) | 6.9M | 340.7M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | hardcorenas_f | 2023-04-22 | +| [hardcorenas_e.miil_green_in1k](https://huggingface.co/timm/hardcorenas_e.miil_green_in1k) | 6.8M | 337.5M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | hardcorenas_e | 2023-04-22 | +| [hardcorenas_d.miil_green_in1k](https://huggingface.co/timm/hardcorenas_d.miil_green_in1k) | 6.2M | 286.6M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | hardcorenas_d | 2023-04-22 | +| [hardcorenas_c.miil_green_in1k](https://huggingface.co/timm/hardcorenas_c.miil_green_in1k) | 4.2M | 268.8M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | hardcorenas_c | 2023-04-22 | +| [hardcorenas_b.miil_green_in1k](https://huggingface.co/timm/hardcorenas_b.miil_green_in1k) | 3.9M | 250.6M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | hardcorenas_b | 2023-04-22 | +| [mobilenetv4_conv_small.e3600_r256_in1k](https://huggingface.co/timm/mobilenetv4_conv_small.e3600_r256_in1k) | 2.5M | 241.0M | 256 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_small | 2024-12-03 | +| [hardcorenas_a.miil_green_in1k](https://huggingface.co/timm/hardcorenas_a.miil_green_in1k) | 4.0M | 223.0M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | hardcorenas_a | 2023-04-22 | +| [mobilenetv3_large_100.ra4_e3600_r224_in1k](https://huggingface.co/timm/mobilenetv3_large_100.ra4_e3600_r224_in1k) | 4.2M | 215.4M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_large_100 | 2024-09-03 | +| [mobilenetv3_large_100.ra_in1k](https://huggingface.co/timm/mobilenetv3_large_100.ra_in1k) | 4.2M | 215.4M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_large_100 | 2022-12-16 | +| [mobilenetv3_large_100.miil_in21k_ft_in1k](https://huggingface.co/timm/mobilenetv3_large_100.miil_in21k_ft_in1k) | 4.2M | 215.4M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_large_100 | 2022-12-16 | +| [mobilenetv3_large_100.miil_in21k](https://huggingface.co/timm/mobilenetv3_large_100.miil_in21k) | 4.2M | 215.4M | 224 | True | 1280 | 11221 | imagenet-21k-miil | MobileNetV3 | mobilenetv3_large_100 | 2022-12-16 | +| [mobilenetv3_rw.rmsp_in1k](https://huggingface.co/timm/mobilenetv3_rw.rmsp_in1k) | 4.2M | 215.4M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_rw | 2022-12-16 | +| [mobilenetv4_conv_small.e2400_r224_in1k](https://huggingface.co/timm/mobilenetv4_conv_small.e2400_r224_in1k) | 2.5M | 184.8M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_small | 2024-06-17 | +| [mobilenetv4_conv_small.e1200_r224_in1k](https://huggingface.co/timm/mobilenetv4_conv_small.e1200_r224_in1k) | 2.5M | 184.8M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_small | 2024-06-12 | +| [lcnet_100.ra2_in1k](https://huggingface.co/timm/lcnet_100.ra2_in1k) | 1.7M | 154.4M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | lcnet_100 | 2022-12-16 | +| [lcnet_075.ra2_in1k](https://huggingface.co/timm/lcnet_075.ra2_in1k) | 1.1M | 93.5M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | lcnet_075 | 2022-12-16 | +| [mobilenetv4_conv_small_050.e3000_r224_in1k](https://huggingface.co/timm/mobilenetv4_conv_small_050.e3000_r224_in1k) | 944.1K | 63.5M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv4_conv_small_050 | 2024-09-23 | +| [mobilenetv3_small_100.lamb_in1k](https://huggingface.co/timm/mobilenetv3_small_100.lamb_in1k) | 1.5M | 55.5M | 224 | True | 1024 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_small_100 | 2022-12-16 | +| [lcnet_050.ra2_in1k](https://huggingface.co/timm/lcnet_050.ra2_in1k) | 594.4K | 43.5M | 224 | True | 1280 | 1000 | imagenet-1k | MobileNetV3 | lcnet_050 | 2022-12-16 | +| [mobilenetv3_small_075.lamb_in1k](https://huggingface.co/timm/mobilenetv3_small_075.lamb_in1k) | 1.0M | 42.4M | 224 | True | 1024 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_small_075 | 2022-12-16 | +| [mobilenetv3_small_050.lamb_in1k](https://huggingface.co/timm/mobilenetv3_small_050.lamb_in1k) | 561.7K | 23.2M | 224 | True | 1024 | 1000 | imagenet-1k | MobileNetV3 | mobilenetv3_small_050 | 2022-12-16 | + +## MultiScaleVit + +4 models with model class `MultiScaleVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------------|:---------------|:-------------| +| [mvitv2_large.fb_in1k](https://huggingface.co/timm/mvitv2_large.fb_in1k) | 217.6M | 40.6G | 224 | True | 1152 | 1000 | imagenet-1k | MultiScaleVit | mvitv2_large | 2023-04-13 | +| [mvitv2_base.fb_in1k](https://huggingface.co/timm/mvitv2_base.fb_in1k) | 51.2M | 8.9G | 224 | True | 768 | 1000 | imagenet-1k | MultiScaleVit | mvitv2_base | 2023-04-13 | +| [mvitv2_small.fb_in1k](https://huggingface.co/timm/mvitv2_small.fb_in1k) | 34.7M | 6.1G | 224 | True | 768 | 1000 | imagenet-1k | MultiScaleVit | mvitv2_small | 2023-04-13 | +| [mvitv2_tiny.fb_in1k](https://huggingface.co/timm/mvitv2_tiny.fb_in1k) | 24.1M | 4.0G | 224 | True | 768 | 1000 | imagenet-1k | MultiScaleVit | mvitv2_tiny | 2023-04-13 | + +## NASNetALarge + +1 model with model class `NASNetALarge`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:-------------|:---------------|:-------------| +| [nasnetalarge.tf_in1k](https://huggingface.co/timm/nasnetalarge.tf_in1k) | 88.6M | 23.8G | 331 | True | 4032 | 1000 | imagenet-1k | NASNetALarge | nasnetalarge | 2023-04-26 | + +## Nest + +3 models with model class `Nest`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [nest_base_jx.goog_in1k](https://huggingface.co/timm/nest_base_jx.goog_in1k) | 67.0M | 16.7G | 224 | True | 512 | 1000 | imagenet-1k | Nest | nest_base_jx | 2023-04-24 | +| [nest_small_jx.goog_in1k](https://huggingface.co/timm/nest_small_jx.goog_in1k) | 37.8M | 9.4G | 224 | True | 384 | 1000 | imagenet-1k | Nest | nest_small_jx | 2023-04-24 | +| [nest_tiny_jx.goog_in1k](https://huggingface.co/timm/nest_tiny_jx.goog_in1k) | 16.5M | 5.2G | 224 | True | 384 | 1000 | imagenet-1k | Nest | nest_tiny_jx | 2023-04-24 | + +## NextViT + +12 models with model class `NextViT`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [nextvit_large.bd_ssld_6m_in1k_384](https://huggingface.co/timm/nextvit_large.bd_ssld_6m_in1k_384) | 57.9M | 31.6G | 384 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_large | 2024-02-11 | +| [nextvit_large.bd_in1k_384](https://huggingface.co/timm/nextvit_large.bd_in1k_384) | 57.9M | 31.6G | 384 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_large | 2024-02-11 | +| [nextvit_base.bd_ssld_6m_in1k_384](https://huggingface.co/timm/nextvit_base.bd_ssld_6m_in1k_384) | 44.8M | 24.3G | 384 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_base | 2024-02-11 | +| [nextvit_base.bd_in1k_384](https://huggingface.co/timm/nextvit_base.bd_in1k_384) | 44.8M | 24.3G | 384 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_base | 2024-02-11 | +| [nextvit_small.bd_ssld_6m_in1k_384](https://huggingface.co/timm/nextvit_small.bd_ssld_6m_in1k_384) | 31.8M | 17.0G | 384 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_small | 2024-02-11 | +| [nextvit_small.bd_in1k_384](https://huggingface.co/timm/nextvit_small.bd_in1k_384) | 31.8M | 17.0G | 384 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_small | 2024-02-11 | +| [nextvit_large.bd_ssld_6m_in1k](https://huggingface.co/timm/nextvit_large.bd_ssld_6m_in1k) | 57.9M | 10.7G | 224 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_large | 2024-02-11 | +| [nextvit_large.bd_in1k](https://huggingface.co/timm/nextvit_large.bd_in1k) | 57.9M | 10.7G | 224 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_large | 2024-02-11 | +| [nextvit_base.bd_ssld_6m_in1k](https://huggingface.co/timm/nextvit_base.bd_ssld_6m_in1k) | 44.8M | 8.3G | 224 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_base | 2024-02-11 | +| [nextvit_base.bd_in1k](https://huggingface.co/timm/nextvit_base.bd_in1k) | 44.8M | 8.3G | 224 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_base | 2024-02-11 | +| [nextvit_small.bd_ssld_6m_in1k](https://huggingface.co/timm/nextvit_small.bd_ssld_6m_in1k) | 31.8M | 5.8G | 224 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_small | 2024-02-11 | +| [nextvit_small.bd_in1k](https://huggingface.co/timm/nextvit_small.bd_in1k) | 31.8M | 5.8G | 224 | True | 1024 | 1000 | imagenet-1k | NextViT | nextvit_small | 2024-02-11 | + +## NormFreeNet + +11 models with model class `NormFreeNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------|:---------------|:-------------| +| [dm_nfnet_f3.dm_in1k](https://huggingface.co/timm/dm_nfnet_f3.dm_in1k) | 90.5M | 91.4M | 320 | True | 3072 | 1000 | imagenet-1k | NormFreeNet | dm_nfnet_f3 | 2023-03-24 | +| [dm_nfnet_f2.dm_in1k](https://huggingface.co/timm/dm_nfnet_f2.dm_in1k) | 68.6M | 69.2M | 256 | True | 3072 | 1000 | imagenet-1k | NormFreeNet | dm_nfnet_f2 | 2023-03-24 | +| [dm_nfnet_f1.dm_in1k](https://huggingface.co/timm/dm_nfnet_f1.dm_in1k) | 46.8M | 47.2M | 224 | True | 3072 | 1000 | imagenet-1k | NormFreeNet | dm_nfnet_f1 | 2023-03-24 | +| [dm_nfnet_f0.dm_in1k](https://huggingface.co/timm/dm_nfnet_f0.dm_in1k) | 24.9M | 25.3M | 192 | True | 3072 | 1000 | imagenet-1k | NormFreeNet | dm_nfnet_f0 | 2023-03-24 | +| [nfnet_l0.ra2_in1k](https://huggingface.co/timm/nfnet_l0.ra2_in1k) | 13.2M | 13.7M | 224 | True | 2304 | 1000 | imagenet-1k | NormFreeNet | nfnet_l0 | 2023-03-24 | +| [nf_regnet_b1.ra2_in1k](https://huggingface.co/timm/nf_regnet_b1.ra2_in1k) | 5.3M | 5.6M | 256 | True | 960 | 1000 | imagenet-1k | NormFreeNet | nf_regnet_b1 | 2023-03-24 | +| [eca_nfnet_l2.ra3_in1k](https://huggingface.co/timm/eca_nfnet_l2.ra3_in1k) | 3.1M | 4.4M | 320 | True | 3072 | 1000 | imagenet-1k | NormFreeNet | eca_nfnet_l2 | 2023-03-24 | +| [eca_nfnet_l1.ra2_in1k](https://huggingface.co/timm/eca_nfnet_l1.ra2_in1k) | 3.1M | 3.9M | 256 | True | 3072 | 1000 | imagenet-1k | NormFreeNet | eca_nfnet_l1 | 2023-03-24 | +| [eca_nfnet_l0.ra2_in1k](https://huggingface.co/timm/eca_nfnet_l0.ra2_in1k) | 2.3M | 2.9M | 224 | True | 2304 | 1000 | imagenet-1k | NormFreeNet | eca_nfnet_l0 | 2023-03-24 | +| [nf_resnet50.ra2_in1k](https://huggingface.co/timm/nf_resnet50.ra2_in1k) | 2.0M | 2.6M | 256 | True | 2048 | 1000 | imagenet-1k | NormFreeNet | nf_resnet50 | 2023-03-24 | +| [test_nfnet.r160_in1k](https://huggingface.co/timm/test_nfnet.r160_in1k) | 208.8K | 234.0K | 160 | True | 192 | 1000 | imagenet-1k | NormFreeNet | test_nfnet | 2024-09-22 | + +## PNASNet5Large + +1 model with model class `PNASNet5Large`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------------|:---------------|:-------------| +| [pnasnet5large.tf_in1k](https://huggingface.co/timm/pnasnet5large.tf_in1k) | 84.9M | 24.8G | 331 | True | 4320 | 1000 | imagenet-1k | PNASNet5Large | pnasnet5large | 2023-04-26 | + +## PoolingVisionTransformer + +4 models with model class `PoolingVisionTransformer`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:-------------------------|:---------------|:-------------| +| [pit_b_224.in1k](https://huggingface.co/timm/pit_b_224.in1k) | 73.5M | 10.6G | 224 | True | 1024 | 1000 | imagenet-1k | PoolingVisionTransformer | pit_b_224 | 2023-04-26 | +| [pit_s_224.in1k](https://huggingface.co/timm/pit_s_224.in1k) | 23.4M | 2.4G | 224 | True | 576 | 1000 | imagenet-1k | PoolingVisionTransformer | pit_s_224 | 2023-04-26 | +| [pit_xs_224.in1k](https://huggingface.co/timm/pit_xs_224.in1k) | 10.5M | 1.1G | 224 | True | 384 | 1000 | imagenet-1k | PoolingVisionTransformer | pit_xs_224 | 2023-04-26 | +| [pit_ti_224.in1k](https://huggingface.co/timm/pit_ti_224.in1k) | 4.8M | 500.3M | 224 | True | 256 | 1000 | imagenet-1k | PoolingVisionTransformer | pit_ti_224 | 2023-04-26 | + +## PyramidVisionTransformerV2 + +6 models with model class `PyramidVisionTransformerV2`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:---------------------------|:---------------|:-------------| +| [pvt_v2_b5.in1k](https://huggingface.co/timm/pvt_v2_b5.in1k) | 81.9M | 11.4G | 224 | True | 512 | 1000 | imagenet-1k | PyramidVisionTransformerV2 | pvt_v2_b5 | 2023-04-25 | +| [pvt_v2_b4.in1k](https://huggingface.co/timm/pvt_v2_b4.in1k) | 62.5M | 9.8G | 224 | True | 512 | 1000 | imagenet-1k | PyramidVisionTransformerV2 | pvt_v2_b4 | 2023-04-25 | +| [pvt_v2_b3.in1k](https://huggingface.co/timm/pvt_v2_b3.in1k) | 45.2M | 6.7G | 224 | True | 512 | 1000 | imagenet-1k | PyramidVisionTransformerV2 | pvt_v2_b3 | 2023-04-25 | +| [pvt_v2_b2.in1k](https://huggingface.co/timm/pvt_v2_b2.in1k) | 25.3M | 3.9G | 224 | True | 512 | 1000 | imagenet-1k | PyramidVisionTransformerV2 | pvt_v2_b2 | 2023-04-25 | +| [pvt_v2_b1.in1k](https://huggingface.co/timm/pvt_v2_b1.in1k) | 14.0M | 2.0G | 224 | True | 512 | 1000 | imagenet-1k | PyramidVisionTransformerV2 | pvt_v2_b1 | 2023-04-25 | +| [pvt_v2_b0.in1k](https://huggingface.co/timm/pvt_v2_b0.in1k) | 3.7M | 528.8M | 224 | True | 256 | 1000 | imagenet-1k | PyramidVisionTransformerV2 | pvt_v2_b0 | 2023-04-25 | + +## RegNet + +60 models with model class `RegNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:--------|:---------------|:-------------| +| [regnety_640.seer_ft_in1k](https://huggingface.co/timm/regnety_640.seer_ft_in1k) | 281.2M | 188.2G | 384 | True | 4920 | 1000 | imagenet-1k | RegNet | regnety_640 | 2023-03-21 | +| [regnety_320.swag_ft_in1k](https://huggingface.co/timm/regnety_320.swag_ft_in1k) | 144.9M | 94.8G | 384 | True | 3712 | 1000 | imagenet-1k | RegNet | regnety_320 | 2023-03-21 | +| [regnety_320.seer_ft_in1k](https://huggingface.co/timm/regnety_320.seer_ft_in1k) | 144.9M | 94.8G | 384 | True | 3712 | 1000 | imagenet-1k | RegNet | regnety_320 | 2023-03-21 | +| [regnety_640.seer](https://huggingface.co/timm/regnety_640.seer) | 276.2M | 64.1G | 224 | False | 4920 | 4920 | | RegNet | regnety_640 | 2023-03-21 | +| [regnety_160.swag_ft_in1k](https://huggingface.co/timm/regnety_160.swag_ft_in1k) | 83.5M | 46.7G | 384 | True | 3024 | 1000 | imagenet-1k | RegNet | regnety_160 | 2023-03-21 | +| [regnety_320.tv2_in1k](https://huggingface.co/timm/regnety_320.tv2_in1k) | 144.9M | 32.3G | 224 | True | 3712 | 1000 | imagenet-1k | RegNet | regnety_320 | 2023-03-21 | +| [regnety_320.swag_lc_in1k](https://huggingface.co/timm/regnety_320.swag_lc_in1k) | 144.9M | 32.3G | 224 | True | 3712 | 1000 | imagenet-1k | RegNet | regnety_320 | 2023-03-21 | +| [regnety_320.pycls_in1k](https://huggingface.co/timm/regnety_320.pycls_in1k) | 144.9M | 32.3G | 224 | True | 3712 | 1000 | imagenet-1k | RegNet | regnety_320 | 2023-03-21 | +| [regnety_320.seer](https://huggingface.co/timm/regnety_320.seer) | 141.2M | 32.3G | 224 | False | 3712 | 3712 | | RegNet | regnety_320 | 2023-03-21 | +| [regnetx_320.tv2_in1k](https://huggingface.co/timm/regnetx_320.tv2_in1k) | 107.6M | 31.7G | 224 | True | 2520 | 1000 | imagenet-1k | RegNet | regnetx_320 | 2023-03-21 | +| [regnetx_320.pycls_in1k](https://huggingface.co/timm/regnetx_320.pycls_in1k) | 107.6M | 31.7G | 224 | True | 2520 | 1000 | imagenet-1k | RegNet | regnetx_320 | 2023-03-21 | +| [regnety_160.sw_in12k](https://huggingface.co/timm/regnety_160.sw_in12k) | 116.2M | 15.9G | 224 | True | 3024 | 11821 | imagenet-12k | RegNet | regnety_160 | 2023-03-21 | +| [regnetx_160.tv2_in1k](https://huggingface.co/timm/regnetx_160.tv2_in1k) | 54.2M | 15.9G | 224 | True | 2048 | 1000 | imagenet-1k | RegNet | regnetx_160 | 2023-03-21 | +| [regnetx_160.pycls_in1k](https://huggingface.co/timm/regnetx_160.pycls_in1k) | 54.2M | 15.9G | 224 | True | 2048 | 1000 | imagenet-1k | RegNet | regnetx_160 | 2023-03-21 | +| [regnety_160.tv2_in1k](https://huggingface.co/timm/regnety_160.tv2_in1k) | 83.5M | 15.9G | 224 | True | 3024 | 1000 | imagenet-1k | RegNet | regnety_160 | 2023-03-21 | +| [regnety_160.swag_lc_in1k](https://huggingface.co/timm/regnety_160.swag_lc_in1k) | 83.5M | 15.9G | 224 | True | 3024 | 1000 | imagenet-1k | RegNet | regnety_160 | 2023-03-21 | +| [regnety_160.sw_in12k_ft_in1k](https://huggingface.co/timm/regnety_160.sw_in12k_ft_in1k) | 83.5M | 15.9G | 224 | True | 3024 | 1000 | imagenet-1k | RegNet | regnety_160 | 2023-03-21 | +| [regnety_160.pycls_in1k](https://huggingface.co/timm/regnety_160.pycls_in1k) | 83.5M | 15.9G | 224 | True | 3024 | 1000 | imagenet-1k | RegNet | regnety_160 | 2023-03-21 | +| [regnety_160.lion_in12k_ft_in1k](https://huggingface.co/timm/regnety_160.lion_in12k_ft_in1k) | 83.5M | 15.9G | 224 | True | 3024 | 1000 | imagenet-1k | RegNet | regnety_160 | 2023-03-21 | +| [regnety_160.deit_in1k](https://huggingface.co/timm/regnety_160.deit_in1k) | 83.5M | 15.9G | 224 | True | 3024 | 1000 | imagenet-1k | RegNet | regnety_160 | 2023-03-21 | +| [regnety_120.sw_in12k](https://huggingface.co/timm/regnety_120.sw_in12k) | 76.0M | 12.1G | 224 | True | 2240 | 11821 | imagenet-12k | RegNet | regnety_120 | 2023-03-21 | +| [regnety_120.sw_in12k_ft_in1k](https://huggingface.co/timm/regnety_120.sw_in12k_ft_in1k) | 51.7M | 12.1G | 224 | True | 2240 | 1000 | imagenet-1k | RegNet | regnety_120 | 2023-03-21 | +| [regnety_120.pycls_in1k](https://huggingface.co/timm/regnety_120.pycls_in1k) | 51.7M | 12.1G | 224 | True | 2240 | 1000 | imagenet-1k | RegNet | regnety_120 | 2023-03-21 | +| [regnetx_120.pycls_in1k](https://huggingface.co/timm/regnetx_120.pycls_in1k) | 46.0M | 12.1G | 224 | True | 2240 | 1000 | imagenet-1k | RegNet | regnetx_120 | 2023-03-21 | +| [regnety_080_tv.tv2_in1k](https://huggingface.co/timm/regnety_080_tv.tv2_in1k) | 39.3M | 8.5G | 224 | True | 2016 | 1000 | imagenet-1k | RegNet | regnety_080_tv | 2023-03-21 | +| [regnetx_080.tv2_in1k](https://huggingface.co/timm/regnetx_080.tv2_in1k) | 39.5M | 8.0G | 224 | True | 1920 | 1000 | imagenet-1k | RegNet | regnetx_080 | 2023-03-21 | +| [regnetx_080.pycls_in1k](https://huggingface.co/timm/regnetx_080.pycls_in1k) | 39.5M | 8.0G | 224 | True | 1920 | 1000 | imagenet-1k | RegNet | regnetx_080 | 2023-03-21 | +| [regnety_080.ra3_in1k](https://huggingface.co/timm/regnety_080.ra3_in1k) | 39.1M | 8.0G | 224 | True | 2016 | 1000 | imagenet-1k | RegNet | regnety_080 | 2023-03-21 | +| [regnety_080.pycls_in1k](https://huggingface.co/timm/regnety_080.pycls_in1k) | 39.1M | 8.0G | 224 | True | 2016 | 1000 | imagenet-1k | RegNet | regnety_080 | 2023-03-21 | +| [regnetx_064.pycls_in1k](https://huggingface.co/timm/regnetx_064.pycls_in1k) | 26.1M | 6.5G | 224 | True | 1624 | 1000 | imagenet-1k | RegNet | regnetx_064 | 2023-03-21 | +| [regnetv_064.ra3_in1k](https://huggingface.co/timm/regnetv_064.ra3_in1k) | 30.5M | 6.4G | 224 | True | 1296 | 1000 | imagenet-1k | RegNet | regnetv_064 | 2023-03-21 | +| [regnety_064.ra3_in1k](https://huggingface.co/timm/regnety_064.ra3_in1k) | 30.5M | 6.4G | 224 | True | 1296 | 1000 | imagenet-1k | RegNet | regnety_064 | 2023-03-21 | +| [regnety_064.pycls_in1k](https://huggingface.co/timm/regnety_064.pycls_in1k) | 30.5M | 6.4G | 224 | True | 1296 | 1000 | imagenet-1k | RegNet | regnety_064 | 2023-03-21 | +| [regnetz_040_h.ra3_in1k](https://huggingface.co/timm/regnetz_040_h.ra3_in1k) | 28.8M | 4.1G | 256 | True | 1536 | 1000 | imagenet-1k | RegNet | regnetz_040_h | 2023-03-21 | +| [regnetz_040.ra3_in1k](https://huggingface.co/timm/regnetz_040.ra3_in1k) | 27.0M | 4.0G | 256 | True | 528 | 1000 | imagenet-1k | RegNet | regnetz_040 | 2023-03-21 | +| [regnety_040.ra3_in1k](https://huggingface.co/timm/regnety_040.ra3_in1k) | 20.6M | 4.0G | 224 | True | 1088 | 1000 | imagenet-1k | RegNet | regnety_040 | 2023-03-21 | +| [regnety_040.pycls_in1k](https://huggingface.co/timm/regnety_040.pycls_in1k) | 20.6M | 4.0G | 224 | True | 1088 | 1000 | imagenet-1k | RegNet | regnety_040 | 2023-03-21 | +| [regnetv_040.ra3_in1k](https://huggingface.co/timm/regnetv_040.ra3_in1k) | 20.6M | 4.0G | 224 | True | 1088 | 1000 | imagenet-1k | RegNet | regnetv_040 | 2023-03-21 | +| [regnetx_040.pycls_in1k](https://huggingface.co/timm/regnetx_040.pycls_in1k) | 22.0M | 4.0G | 224 | True | 1360 | 1000 | imagenet-1k | RegNet | regnetx_040 | 2023-03-21 | +| [regnetx_032.tv2_in1k](https://huggingface.co/timm/regnetx_032.tv2_in1k) | 15.2M | 3.2G | 224 | True | 1008 | 1000 | imagenet-1k | RegNet | regnetx_032 | 2023-03-21 | +| [regnetx_032.pycls_in1k](https://huggingface.co/timm/regnetx_032.pycls_in1k) | 15.2M | 3.2G | 224 | True | 1008 | 1000 | imagenet-1k | RegNet | regnetx_032 | 2023-03-21 | +| [regnety_032.tv2_in1k](https://huggingface.co/timm/regnety_032.tv2_in1k) | 19.4M | 3.2G | 224 | True | 1512 | 1000 | imagenet-1k | RegNet | regnety_032 | 2023-03-21 | +| [regnety_032.ra_in1k](https://huggingface.co/timm/regnety_032.ra_in1k) | 19.4M | 3.2G | 224 | True | 1512 | 1000 | imagenet-1k | RegNet | regnety_032 | 2023-03-21 | +| [regnety_032.pycls_in1k](https://huggingface.co/timm/regnety_032.pycls_in1k) | 19.4M | 3.2G | 224 | True | 1512 | 1000 | imagenet-1k | RegNet | regnety_032 | 2023-03-21 | +| [regnety_016.tv2_in1k](https://huggingface.co/timm/regnety_016.tv2_in1k) | 11.1M | 1.6G | 224 | True | 888 | 1000 | imagenet-1k | RegNet | regnety_016 | 2023-03-21 | +| [regnety_016.pycls_in1k](https://huggingface.co/timm/regnety_016.pycls_in1k) | 11.1M | 1.6G | 224 | True | 888 | 1000 | imagenet-1k | RegNet | regnety_016 | 2023-03-21 | +| [regnetx_016.tv2_in1k](https://huggingface.co/timm/regnetx_016.tv2_in1k) | 9.1M | 1.6G | 224 | True | 912 | 1000 | imagenet-1k | RegNet | regnetx_016 | 2023-03-21 | +| [regnetx_016.pycls_in1k](https://huggingface.co/timm/regnetx_016.pycls_in1k) | 9.1M | 1.6G | 224 | True | 912 | 1000 | imagenet-1k | RegNet | regnetx_016 | 2023-03-21 | +| [regnety_008_tv.tv2_in1k](https://huggingface.co/timm/regnety_008_tv.tv2_in1k) | 6.4M | 833.9M | 224 | True | 784 | 1000 | imagenet-1k | RegNet | regnety_008_tv | 2023-03-21 | +| [regnetx_008.tv2_in1k](https://huggingface.co/timm/regnetx_008.tv2_in1k) | 7.2M | 799.7M | 224 | True | 672 | 1000 | imagenet-1k | RegNet | regnetx_008 | 2023-03-21 | +| [regnetx_008.pycls_in1k](https://huggingface.co/timm/regnetx_008.pycls_in1k) | 7.2M | 799.7M | 224 | True | 672 | 1000 | imagenet-1k | RegNet | regnetx_008 | 2023-03-21 | +| [regnety_008.pycls_in1k](https://huggingface.co/timm/regnety_008.pycls_in1k) | 6.2M | 797.2M | 224 | True | 768 | 1000 | imagenet-1k | RegNet | regnety_008 | 2023-03-21 | +| [regnety_006.pycls_in1k](https://huggingface.co/timm/regnety_006.pycls_in1k) | 6.0M | 601.3M | 224 | True | 608 | 1000 | imagenet-1k | RegNet | regnety_006 | 2023-03-21 | +| [regnetx_006.pycls_in1k](https://huggingface.co/timm/regnetx_006.pycls_in1k) | 6.2M | 600.9M | 224 | True | 528 | 1000 | imagenet-1k | RegNet | regnetx_006 | 2023-03-21 | +| [regnetx_004_tv.tv2_in1k](https://huggingface.co/timm/regnetx_004_tv.tv2_in1k) | 5.5M | 413.8M | 224 | True | 400 | 1000 | imagenet-1k | RegNet | regnetx_004_tv | 2023-03-21 | +| [regnety_004.tv2_in1k](https://huggingface.co/timm/regnety_004.tv2_in1k) | 4.3M | 401.9M | 224 | True | 440 | 1000 | imagenet-1k | RegNet | regnety_004 | 2023-03-21 | +| [regnety_004.pycls_in1k](https://huggingface.co/timm/regnety_004.pycls_in1k) | 4.3M | 401.9M | 224 | True | 440 | 1000 | imagenet-1k | RegNet | regnety_004 | 2023-03-21 | +| [regnetx_004.pycls_in1k](https://huggingface.co/timm/regnetx_004.pycls_in1k) | 5.1M | 397.7M | 224 | True | 384 | 1000 | imagenet-1k | RegNet | regnetx_004 | 2023-03-21 | +| [regnety_002.pycls_in1k](https://huggingface.co/timm/regnety_002.pycls_in1k) | 3.1M | 199.5M | 224 | True | 368 | 1000 | imagenet-1k | RegNet | regnety_002 | 2023-03-21 | +| [regnetx_002.pycls_in1k](https://huggingface.co/timm/regnetx_002.pycls_in1k) | 2.7M | 199.1M | 224 | True | 368 | 1000 | imagenet-1k | RegNet | regnetx_002 | 2023-03-21 | + +## RepGhostNet + +8 models with model class `RepGhostNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------|:----------------|:-------------| +| [repghostnet_200.in1k](https://huggingface.co/timm/repghostnet_200.in1k) | 8.5M | 559.5M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_200 | 2023-08-20 | +| [repghostnet_150.in1k](https://huggingface.co/timm/repghostnet_150.in1k) | 5.3M | 333.9M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_150 | 2023-08-20 | +| [repghostnet_130.in1k](https://huggingface.co/timm/repghostnet_130.in1k) | 4.2M | 259.4M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_130 | 2023-08-20 | +| [repghostnet_111.in1k](https://huggingface.co/timm/repghostnet_111.in1k) | 3.3M | 193.6M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_111 | 2023-08-20 | +| [repghostnet_100.in1k](https://huggingface.co/timm/repghostnet_100.in1k) | 2.8M | 163.6M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_100 | 2023-08-20 | +| [repghostnet_080.in1k](https://huggingface.co/timm/repghostnet_080.in1k) | 2.0M | 112.4M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_080 | 2023-08-20 | +| [repghostnet_058.in1k](https://huggingface.co/timm/repghostnet_058.in1k) | 1.3M | 73.1M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_058 | 2023-08-20 | +| [repghostnet_050.in1k](https://huggingface.co/timm/repghostnet_050.in1k) | 1.0M | 53.4M | 224 | True | 1280 | 1000 | imagenet-1k | RepGhostNet | repghostnet_050 | 2023-08-20 | + +## RepVit + +13 models with model class `RepVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [repvit_m2_3.dist_450e_in1k](https://huggingface.co/timm/repvit_m2_3.dist_450e_in1k) | 23.7M | 4.6G | 224 | True | 640 | 1000 | imagenet-1k | RepVit | repvit_m2_3 | 2023-10-21 | +| [repvit_m2_3.dist_300e_in1k](https://huggingface.co/timm/repvit_m2_3.dist_300e_in1k) | 23.7M | 4.6G | 224 | True | 640 | 1000 | imagenet-1k | RepVit | repvit_m2_3 | 2023-10-21 | +| [repvit_m1_5.dist_450e_in1k](https://huggingface.co/timm/repvit_m1_5.dist_450e_in1k) | 14.6M | 2.3G | 224 | True | 512 | 1000 | imagenet-1k | RepVit | repvit_m1_5 | 2023-10-21 | +| [repvit_m1_5.dist_300e_in1k](https://huggingface.co/timm/repvit_m1_5.dist_300e_in1k) | 14.6M | 2.3G | 224 | True | 512 | 1000 | imagenet-1k | RepVit | repvit_m1_5 | 2023-10-21 | +| [repvit_m3.dist_in1k](https://huggingface.co/timm/repvit_m3.dist_in1k) | 10.7M | 1.9G | 224 | True | 512 | 1000 | imagenet-1k | RepVit | repvit_m3 | 2023-08-26 | +| [repvit_m1_1.dist_450e_in1k](https://huggingface.co/timm/repvit_m1_1.dist_450e_in1k) | 8.8M | 1.4G | 224 | True | 512 | 1000 | imagenet-1k | RepVit | repvit_m1_1 | 2023-10-21 | +| [repvit_m1_1.dist_300e_in1k](https://huggingface.co/timm/repvit_m1_1.dist_300e_in1k) | 8.8M | 1.4G | 224 | True | 512 | 1000 | imagenet-1k | RepVit | repvit_m1_1 | 2023-10-21 | +| [repvit_m2.dist_in1k](https://huggingface.co/timm/repvit_m2.dist_in1k) | 8.8M | 1.4G | 224 | True | 512 | 1000 | imagenet-1k | RepVit | repvit_m2 | 2023-08-26 | +| [repvit_m1_0.dist_450e_in1k](https://huggingface.co/timm/repvit_m1_0.dist_450e_in1k) | 7.3M | 1.1G | 224 | True | 448 | 1000 | imagenet-1k | RepVit | repvit_m1_0 | 2023-10-21 | +| [repvit_m1_0.dist_300e_in1k](https://huggingface.co/timm/repvit_m1_0.dist_300e_in1k) | 7.3M | 1.1G | 224 | True | 448 | 1000 | imagenet-1k | RepVit | repvit_m1_0 | 2023-10-21 | +| [repvit_m0_9.dist_450e_in1k](https://huggingface.co/timm/repvit_m0_9.dist_450e_in1k) | 5.5M | 847.1M | 224 | True | 384 | 1000 | imagenet-1k | RepVit | repvit_m0_9 | 2023-10-21 | +| [repvit_m0_9.dist_300e_in1k](https://huggingface.co/timm/repvit_m0_9.dist_300e_in1k) | 5.5M | 847.1M | 224 | True | 384 | 1000 | imagenet-1k | RepVit | repvit_m0_9 | 2023-10-21 | +| [repvit_m1.dist_in1k](https://huggingface.co/timm/repvit_m1.dist_in1k) | 5.5M | 847.1M | 224 | True | 384 | 1000 | imagenet-1k | RepVit | repvit_m1 | 2023-08-26 | + +## ResNet + +168 models with model class `ResNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:--------|:----------------------|:-------------| +| [seresnextaa201d_32x8d.sw_in12k_ft_in1k_384](https://huggingface.co/timm/seresnextaa201d_32x8d.sw_in12k_ft_in1k_384) | 149.4M | 101.5G | 384 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnextaa201d_32x8d | 2023-07-27 | +| [resnest269e.in1k](https://huggingface.co/timm/resnest269e.in1k) | 110.9M | 78.0G | 416 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest269e | 2023-04-24 | +| [seresnextaa201d_32x8d.sw_in12k](https://huggingface.co/timm/seresnextaa201d_32x8d.sw_in12k) | 171.6M | 70.5G | 320 | True | 2048 | 11821 | imagenet-12k | ResNet | seresnextaa201d_32x8d | 2023-07-27 | +| [resnetrs420.tf_in1k](https://huggingface.co/timm/resnetrs420.tf_in1k) | 191.9M | 64.4G | 320 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetrs420 | 2023-04-06 | +| [resnetrs350.tf_in1k](https://huggingface.co/timm/resnetrs350.tf_in1k) | 164.0M | 43.8G | 288 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetrs350 | 2023-04-06 | +| [ecaresnet269d.ra2_in1k](https://huggingface.co/timm/ecaresnet269d.ra2_in1k) | 102.1M | 41.7G | 320 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet269d | 2023-04-06 | +| [resnext101_32x16d.fb_wsl_ig1b_ft_in1k](https://huggingface.co/timm/resnext101_32x16d.fb_wsl_ig1b_ft_in1k) | 194.0M | 36.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x16d | 2023-04-06 | +| [resnext101_32x16d.fb_swsl_ig1b_ft_in1k](https://huggingface.co/timm/resnext101_32x16d.fb_swsl_ig1b_ft_in1k) | 194.0M | 36.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x16d | 2023-04-06 | +| [resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k](https://huggingface.co/timm/resnext101_32x16d.fb_ssl_yfcc100m_ft_in1k) | 194.0M | 36.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x16d | 2023-04-06 | +| [resnest200e.in1k](https://huggingface.co/timm/resnest200e.in1k) | 70.2M | 35.9G | 320 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest200e | 2023-04-24 | +| [seresnextaa101d_32x8d.sw_in12k_ft_in1k_288](https://huggingface.co/timm/seresnextaa101d_32x8d.sw_in12k_ft_in1k_288) | 93.6M | 28.6G | 288 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnextaa101d_32x8d | 2023-04-06 | +| [resnetrs270.tf_in1k](https://huggingface.co/timm/resnetrs270.tf_in1k) | 129.9M | 27.2G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetrs270 | 2023-04-06 | +| [wide_resnet101_2.tv_in1k](https://huggingface.co/timm/wide_resnet101_2.tv_in1k) | 126.9M | 22.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | wide_resnet101_2 | 2023-04-06 | +| [senet154.gluon_in1k](https://huggingface.co/timm/senet154.gluon_in1k) | 115.1M | 20.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | senet154 | 2023-04-06 | +| [resnetrs200.tf_in1k](https://huggingface.co/timm/resnetrs200.tf_in1k) | 93.2M | 20.3G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetrs200 | 2023-04-06 | +| [resnet200d.ra2_in1k](https://huggingface.co/timm/resnet200d.ra2_in1k) | 64.7M | 20.1G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet200d | 2023-04-06 | +| [seresnextaa101d_32x8d.sw_in12k](https://huggingface.co/timm/seresnextaa101d_32x8d.sw_in12k) | 115.8M | 17.3G | 224 | True | 2048 | 11821 | imagenet-12k | ResNet | seresnextaa101d_32x8d | 2023-04-06 | +| [seresnextaa101d_32x8d.sw_in12k_ft_in1k](https://huggingface.co/timm/seresnextaa101d_32x8d.sw_in12k_ft_in1k) | 93.6M | 17.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnextaa101d_32x8d | 2023-04-06 | +| [seresnextaa101d_32x8d.ah_in1k](https://huggingface.co/timm/seresnextaa101d_32x8d.ah_in1k) | 93.6M | 17.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnextaa101d_32x8d | 2023-04-06 | +| [seresnext101d_32x8d.ah_in1k](https://huggingface.co/timm/seresnext101d_32x8d.ah_in1k) | 93.6M | 16.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext101d_32x8d | 2023-04-06 | +| [seresnext101_32x8d.ah_in1k](https://huggingface.co/timm/seresnext101_32x8d.ah_in1k) | 93.6M | 16.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext101_32x8d | 2023-04-06 | +| [resnext101_32x8d.tv_in1k](https://huggingface.co/timm/resnext101_32x8d.tv_in1k) | 88.8M | 16.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x8d | 2023-04-06 | +| [resnext101_32x8d.fb_wsl_ig1b_ft_in1k](https://huggingface.co/timm/resnext101_32x8d.fb_wsl_ig1b_ft_in1k) | 88.8M | 16.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x8d | 2023-04-06 | +| [resnext101_32x8d.fb_swsl_ig1b_ft_in1k](https://huggingface.co/timm/resnext101_32x8d.fb_swsl_ig1b_ft_in1k) | 88.8M | 16.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x8d | 2023-04-06 | +| [resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k](https://huggingface.co/timm/resnext101_32x8d.fb_ssl_yfcc100m_ft_in1k) | 88.8M | 16.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x8d | 2023-04-06 | +| [resnetrs152.tf_in1k](https://huggingface.co/timm/resnetrs152.tf_in1k) | 86.6M | 15.7G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetrs152 | 2023-04-06 | +| [seresnext101_64x4d.gluon_in1k](https://huggingface.co/timm/seresnext101_64x4d.gluon_in1k) | 88.2M | 15.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext101_64x4d | 2023-04-06 | +| [resnext101_64x4d.tv_in1k](https://huggingface.co/timm/resnext101_64x4d.tv_in1k) | 83.5M | 15.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_64x4d | 2023-04-06 | +| [resnext101_64x4d.gluon_in1k](https://huggingface.co/timm/resnext101_64x4d.gluon_in1k) | 83.5M | 15.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_64x4d | 2023-04-06 | +| [resnext101_64x4d.c1_in1k](https://huggingface.co/timm/resnext101_64x4d.c1_in1k) | 83.5M | 15.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_64x4d | 2023-04-06 | +| [seresnet152d.ra2_in1k](https://huggingface.co/timm/seresnet152d.ra2_in1k) | 66.8M | 15.5G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnet152d | 2023-04-06 | +| [resnet152d.ra2_in1k](https://huggingface.co/timm/resnet152d.ra2_in1k) | 60.2M | 15.5G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152d | 2023-04-06 | +| [wide_resnet101_2.tv2_in1k](https://huggingface.co/timm/wide_resnet101_2.tv2_in1k) | 126.9M | 14.3G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | wide_resnet101_2 | 2023-04-06 | +| [resnest101e.in1k](https://huggingface.co/timm/resnest101e.in1k) | 48.3M | 13.4G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest101e | 2023-04-24 | +| [resnet152s.gluon_in1k](https://huggingface.co/timm/resnet152s.gluon_in1k) | 60.3M | 13.0G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152s | 2023-04-06 | +| [resnet152d.gluon_in1k](https://huggingface.co/timm/resnet152d.gluon_in1k) | 60.2M | 11.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152d | 2023-04-06 | +| [resnet152c.gluon_in1k](https://huggingface.co/timm/resnet152c.gluon_in1k) | 60.2M | 11.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152c | 2023-04-06 | +| [resnet152.tv_in1k](https://huggingface.co/timm/resnet152.tv_in1k) | 60.2M | 11.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152 | 2023-04-06 | +| [resnet152.gluon_in1k](https://huggingface.co/timm/resnet152.gluon_in1k) | 60.2M | 11.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152 | 2023-04-06 | +| [resnet152.a2_in1k](https://huggingface.co/timm/resnet152.a2_in1k) | 60.2M | 11.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152 | 2023-04-06 | +| [resnet152.a1h_in1k](https://huggingface.co/timm/resnet152.a1h_in1k) | 60.2M | 11.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152 | 2023-04-06 | +| [resnet152.a1_in1k](https://huggingface.co/timm/resnet152.a1_in1k) | 60.2M | 11.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152 | 2023-04-06 | +| [wide_resnet50_2.tv_in1k](https://huggingface.co/timm/wide_resnet50_2.tv_in1k) | 68.9M | 11.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | wide_resnet50_2 | 2023-04-06 | +| [wide_resnet50_2.racm_in1k](https://huggingface.co/timm/wide_resnet50_2.racm_in1k) | 68.9M | 11.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | wide_resnet50_2 | 2023-04-06 | +| [resnet101d.ra2_in1k](https://huggingface.co/timm/resnet101d.ra2_in1k) | 44.6M | 10.6G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101d | 2023-04-06 | +| [resnext101_32x8d.tv2_in1k](https://huggingface.co/timm/resnext101_32x8d.tv2_in1k) | 88.8M | 10.4G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x8d | 2023-04-06 | +| [resnet101s.gluon_in1k](https://huggingface.co/timm/resnet101s.gluon_in1k) | 44.7M | 9.2G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101s | 2023-04-06 | +| [resnetaa101d.sw_in12k](https://huggingface.co/timm/resnetaa101d.sw_in12k) | 66.7M | 9.2G | 224 | True | 2048 | 11821 | imagenet-12k | ResNet | resnetaa101d | 2023-04-06 | +| [resnetaa101d.sw_in12k_ft_in1k](https://huggingface.co/timm/resnetaa101d.sw_in12k_ft_in1k) | 44.6M | 9.2G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetaa101d | 2023-04-06 | +| [res2net50_26w_8s.in1k](https://huggingface.co/timm/res2net50_26w_8s.in1k) | 48.4M | 8.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net50_26w_8s | 2023-04-24 | +| [res2net101d.in1k](https://huggingface.co/timm/res2net101d.in1k) | 45.2M | 8.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net101d | 2023-04-24 | +| [res2net101_26w_4s.in1k](https://huggingface.co/timm/res2net101_26w_4s.in1k) | 45.2M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net101_26w_4s | 2023-04-24 | +| [ecaresnet101d.miil_in1k](https://huggingface.co/timm/ecaresnet101d.miil_in1k) | 44.6M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet101d | 2023-04-06 | +| [resnet101d.gluon_in1k](https://huggingface.co/timm/resnet101d.gluon_in1k) | 44.6M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101d | 2023-04-06 | +| [resnet101c.gluon_in1k](https://huggingface.co/timm/resnet101c.gluon_in1k) | 44.6M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101c | 2023-04-06 | +| [seresnext101_32x4d.gluon_in1k](https://huggingface.co/timm/seresnext101_32x4d.gluon_in1k) | 49.0M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext101_32x4d | 2023-04-06 | +| [resnext101_32x4d.gluon_in1k](https://huggingface.co/timm/resnext101_32x4d.gluon_in1k) | 44.2M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x4d | 2023-04-06 | +| [resnext101_32x4d.fb_swsl_ig1b_ft_in1k](https://huggingface.co/timm/resnext101_32x4d.fb_swsl_ig1b_ft_in1k) | 44.2M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x4d | 2023-04-06 | +| [resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k](https://huggingface.co/timm/resnext101_32x4d.fb_ssl_yfcc100m_ft_in1k) | 44.2M | 8.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext101_32x4d | 2023-04-06 | +| [resnet101.tv_in1k](https://huggingface.co/timm/resnet101.tv_in1k) | 44.5M | 7.9G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101 | 2023-04-06 | +| [resnet101.gluon_in1k](https://huggingface.co/timm/resnet101.gluon_in1k) | 44.5M | 7.9G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101 | 2023-04-06 | +| [resnet101.a2_in1k](https://huggingface.co/timm/resnet101.a2_in1k) | 44.5M | 7.9G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101 | 2023-04-06 | +| [resnet101.a1h_in1k](https://huggingface.co/timm/resnet101.a1h_in1k) | 44.5M | 7.9G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101 | 2023-04-06 | +| [resnet101.a1_in1k](https://huggingface.co/timm/resnet101.a1_in1k) | 44.5M | 7.9G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101 | 2023-04-06 | +| [wide_resnet50_2.tv2_in1k](https://huggingface.co/timm/wide_resnet50_2.tv2_in1k) | 68.9M | 7.3G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | wide_resnet50_2 | 2023-04-06 | +| [resnet152.tv2_in1k](https://huggingface.co/timm/resnet152.tv2_in1k) | 60.2M | 7.2G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152 | 2023-04-06 | +| [res2net50_26w_6s.in1k](https://huggingface.co/timm/res2net50_26w_6s.in1k) | 37.1M | 6.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net50_26w_6s | 2023-04-24 | +| [resnetrs101.tf_in1k](https://huggingface.co/timm/resnetrs101.tf_in1k) | 63.6M | 6.1G | 192 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetrs101 | 2023-04-06 | +| [resnet152.a3_in1k](https://huggingface.co/timm/resnet152.a3_in1k) | 60.2M | 5.9G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet152 | 2023-04-06 | +| [ecaresnet50t.ra2_in1k](https://huggingface.co/timm/ecaresnet50t.ra2_in1k) | 25.6M | 5.7G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet50t | 2023-04-06 | +| [resnet50s.gluon_in1k](https://huggingface.co/timm/resnet50s.gluon_in1k) | 25.7M | 5.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50s | 2023-04-06 | +| [resnetaa50d.sw_in12k](https://huggingface.co/timm/resnetaa50d.sw_in12k) | 47.7M | 5.4G | 224 | True | 2048 | 11821 | imagenet-12k | ResNet | resnetaa50d | 2023-04-06 | +| [resnetaa50d.d_in12k](https://huggingface.co/timm/resnetaa50d.d_in12k) | 47.7M | 5.4G | 224 | True | 2048 | 11821 | imagenet-12k | ResNet | resnetaa50d | 2023-04-06 | +| [resnest50d.in1k](https://huggingface.co/timm/resnest50d.in1k) | 27.5M | 5.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest50d | 2023-04-24 | +| [resnetaa50d.sw_in12k_ft_in1k](https://huggingface.co/timm/resnetaa50d.sw_in12k_ft_in1k) | 25.6M | 5.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetaa50d | 2023-04-06 | +| [resnetaa50.a1h_in1k](https://huggingface.co/timm/resnetaa50.a1h_in1k) | 25.6M | 5.2G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetaa50 | 2023-04-06 | +| [resnetblur50.bt_in1k](https://huggingface.co/timm/resnetblur50.bt_in1k) | 25.6M | 5.2G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetblur50 | 2023-04-06 | +| [resnet101.tv2_in1k](https://huggingface.co/timm/resnet101.tv2_in1k) | 44.5M | 4.9G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101 | 2023-04-06 | +| [res2net50d.in1k](https://huggingface.co/timm/res2net50d.in1k) | 25.7M | 4.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net50d | 2023-04-24 | +| [resnext50d_32x4d.bt_in1k](https://huggingface.co/timm/resnext50d_32x4d.bt_in1k) | 25.0M | 4.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50d_32x4d | 2023-04-06 | +| [skresnext50_32x4d.ra_in1k](https://huggingface.co/timm/skresnext50_32x4d.ra_in1k) | 27.4M | 4.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | skresnext50_32x4d | 2023-04-24 | +| [resnest50d_1s4x24d.in1k](https://huggingface.co/timm/resnest50d_1s4x24d.in1k) | 25.7M | 4.5G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest50d_1s4x24d | 2023-04-24 | +| [resnest50d_4s2x40d.in1k](https://huggingface.co/timm/resnest50d_4s2x40d.in1k) | 30.4M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest50d_4s2x40d | 2023-04-24 | +| [ecaresnet50d.miil_in1k](https://huggingface.co/timm/ecaresnet50d.miil_in1k) | 25.6M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet50d | 2023-04-06 | +| [resnet50d.ra4_e3600_r224_in1k](https://huggingface.co/timm/resnet50d.ra4_e3600_r224_in1k) | 25.6M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50d | 2024-08-17 | +| [resnet50d.ra2_in1k](https://huggingface.co/timm/resnet50d.ra2_in1k) | 25.6M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50d | 2023-04-06 | +| [resnet50d.gluon_in1k](https://huggingface.co/timm/resnet50d.gluon_in1k) | 25.6M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50d | 2023-04-06 | +| [resnet50d.a2_in1k](https://huggingface.co/timm/resnet50d.a2_in1k) | 25.6M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50d | 2023-04-06 | +| [resnet50d.a1_in1k](https://huggingface.co/timm/resnet50d.a1_in1k) | 25.6M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50d | 2023-04-06 | +| [resnet50c.gluon_in1k](https://huggingface.co/timm/resnet50c.gluon_in1k) | 25.6M | 4.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50c | 2023-04-06 | +| [ecaresnet50t.a2_in1k](https://huggingface.co/timm/ecaresnet50t.a2_in1k) | 25.6M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet50t | 2023-04-06 | +| [ecaresnet50t.a1_in1k](https://huggingface.co/timm/ecaresnet50t.a1_in1k) | 25.6M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet50t | 2023-04-06 | +| [res2net50_26w_4s.in1k](https://huggingface.co/timm/res2net50_26w_4s.in1k) | 25.7M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net50_26w_4s | 2023-04-24 | +| [seresnext50_32x4d.racm_in1k](https://huggingface.co/timm/seresnext50_32x4d.racm_in1k) | 27.6M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext50_32x4d | 2023-04-06 | +| [seresnext50_32x4d.gluon_in1k](https://huggingface.co/timm/seresnext50_32x4d.gluon_in1k) | 27.6M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.tv_in1k](https://huggingface.co/timm/resnext50_32x4d.tv_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.ra_in1k](https://huggingface.co/timm/resnext50_32x4d.ra_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.gluon_in1k](https://huggingface.co/timm/resnext50_32x4d.gluon_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.fb_swsl_ig1b_ft_in1k](https://huggingface.co/timm/resnext50_32x4d.fb_swsl_ig1b_ft_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k](https://huggingface.co/timm/resnext50_32x4d.fb_ssl_yfcc100m_ft_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.a2_in1k](https://huggingface.co/timm/resnext50_32x4d.a2_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.a1h_in1k](https://huggingface.co/timm/resnext50_32x4d.a1h_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [resnext50_32x4d.a1_in1k](https://huggingface.co/timm/resnext50_32x4d.a1_in1k) | 25.0M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [res2net50_14w_8s.in1k](https://huggingface.co/timm/res2net50_14w_8s.in1k) | 25.1M | 4.2G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net50_14w_8s | 2023-04-24 | +| [res2next50.in1k](https://huggingface.co/timm/res2next50.in1k) | 24.7M | 4.2G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2next50 | 2023-04-24 | +| [res2net50_48w_2s.in1k](https://huggingface.co/timm/res2net50_48w_2s.in1k) | 25.3M | 4.2G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | res2net50_48w_2s | 2023-04-24 | +| [seresnet50.ra2_in1k](https://huggingface.co/timm/seresnet50.ra2_in1k) | 28.1M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnet50 | 2023-04-06 | +| [seresnet50.a2_in1k](https://huggingface.co/timm/seresnet50.a2_in1k) | 28.1M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnet50 | 2023-04-06 | +| [seresnet50.a1_in1k](https://huggingface.co/timm/seresnet50.a1_in1k) | 28.1M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnet50 | 2023-04-06 | +| [resnet50.tv_in1k](https://huggingface.co/timm/resnet50.tv_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.ram_in1k](https://huggingface.co/timm/resnet50.ram_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.ra_in1k](https://huggingface.co/timm/resnet50.ra_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.gluon_in1k](https://huggingface.co/timm/resnet50.gluon_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.fb_swsl_ig1b_ft_in1k](https://huggingface.co/timm/resnet50.fb_swsl_ig1b_ft_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.fb_ssl_yfcc100m_ft_in1k](https://huggingface.co/timm/resnet50.fb_ssl_yfcc100m_ft_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.d_in1k](https://huggingface.co/timm/resnet50.d_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.c2_in1k](https://huggingface.co/timm/resnet50.c2_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.c1_in1k](https://huggingface.co/timm/resnet50.c1_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.bt_in1k](https://huggingface.co/timm/resnet50.bt_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.b2k_in1k](https://huggingface.co/timm/resnet50.b2k_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.b1k_in1k](https://huggingface.co/timm/resnet50.b1k_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.am_in1k](https://huggingface.co/timm/resnet50.am_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.a2_in1k](https://huggingface.co/timm/resnet50.a2_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.a1_in1k](https://huggingface.co/timm/resnet50.a1_in1k) | 25.6M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [ecaresnetlight.miil_in1k](https://huggingface.co/timm/ecaresnetlight.miil_in1k) | 30.2M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnetlight | 2023-04-06 | +| [resnet50_gn.a1h_in1k](https://huggingface.co/timm/resnet50_gn.a1h_in1k) | 25.5M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50_gn | 2023-04-06 | +| [resnet101.a3_in1k](https://huggingface.co/timm/resnet101.a3_in1k) | 44.5M | 4.0G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet101 | 2023-04-06 | +| [resnet34d.ra2_in1k](https://huggingface.co/timm/resnet34d.ra2_in1k) | 21.8M | 3.9G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34d | 2023-04-06 | +| [resnet34.ra4_e3600_r224_in1k](https://huggingface.co/timm/resnet34.ra4_e3600_r224_in1k) | 21.8M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34 | 2024-11-01 | +| [resnet34.tv_in1k](https://huggingface.co/timm/resnet34.tv_in1k) | 21.8M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34 | 2023-04-06 | +| [resnet34.gluon_in1k](https://huggingface.co/timm/resnet34.gluon_in1k) | 21.8M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34 | 2023-04-06 | +| [resnet34.bt_in1k](https://huggingface.co/timm/resnet34.bt_in1k) | 21.8M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34 | 2023-04-06 | +| [resnet34.a2_in1k](https://huggingface.co/timm/resnet34.a2_in1k) | 21.8M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34 | 2023-04-06 | +| [resnet34.a1_in1k](https://huggingface.co/timm/resnet34.a1_in1k) | 21.8M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34 | 2023-04-06 | +| [skresnet34.ra_in1k](https://huggingface.co/timm/skresnet34.ra_in1k) | 22.3M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | skresnet34 | 2023-04-24 | +| [resnest26d.gluon_in1k](https://huggingface.co/timm/resnest26d.gluon_in1k) | 17.1M | 3.7G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest26d | 2023-04-24 | +| [ecaresnet101d_pruned.miil_in1k](https://huggingface.co/timm/ecaresnet101d_pruned.miil_in1k) | 22.8M | 3.5G | 224 | True | 2042 | 1000 | imagenet-1k | ResNet | ecaresnet101d_pruned | 2023-04-06 | +| [ecaresnet26t.ra2_in1k](https://huggingface.co/timm/ecaresnet26t.ra2_in1k) | 16.0M | 3.4G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet26t | 2023-04-06 | +| [resnet26t.ra2_in1k](https://huggingface.co/timm/resnet26t.ra2_in1k) | 16.0M | 3.4G | 256 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet26t | 2023-04-06 | +| [resnest14d.gluon_in1k](https://huggingface.co/timm/resnest14d.gluon_in1k) | 10.6M | 2.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnest14d | 2023-04-24 | +| [seresnext26d_32x4d.bt_in1k](https://huggingface.co/timm/seresnext26d_32x4d.bt_in1k) | 16.8M | 2.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext26d_32x4d | 2023-04-06 | +| [resnext50_32x4d.tv2_in1k](https://huggingface.co/timm/resnext50_32x4d.tv2_in1k) | 25.0M | 2.7G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [seresnext26t_32x4d.bt_in1k](https://huggingface.co/timm/seresnext26t_32x4d.bt_in1k) | 16.8M | 2.7G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnext26t_32x4d | 2023-04-06 | +| [resnet50.tv2_in1k](https://huggingface.co/timm/resnet50.tv2_in1k) | 25.6M | 2.6G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet50.a1h_in1k](https://huggingface.co/timm/resnet50.a1h_in1k) | 25.6M | 2.6G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet26d.bt_in1k](https://huggingface.co/timm/resnet26d.bt_in1k) | 16.0M | 2.6G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet26d | 2023-04-06 | +| [ecaresnet50d_pruned.miil_in1k](https://huggingface.co/timm/ecaresnet50d_pruned.miil_in1k) | 17.9M | 2.5G | 224 | True | 2022 | 1000 | imagenet-1k | ResNet | ecaresnet50d_pruned | 2023-04-06 | +| [resnet26.bt_in1k](https://huggingface.co/timm/resnet26.bt_in1k) | 16.0M | 2.4G | 224 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet26 | 2023-04-06 | +| [resnetrs50.tf_in1k](https://huggingface.co/timm/resnetrs50.tf_in1k) | 35.7M | 2.3G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | resnetrs50 | 2023-04-06 | +| [resnet50d.a3_in1k](https://huggingface.co/timm/resnet50d.a3_in1k) | 25.6M | 2.2G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50d | 2023-04-06 | +| [ecaresnet50t.a3_in1k](https://huggingface.co/timm/ecaresnet50t.a3_in1k) | 25.6M | 2.2G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | ecaresnet50t | 2023-04-06 | +| [resnext50_32x4d.a3_in1k](https://huggingface.co/timm/resnext50_32x4d.a3_in1k) | 25.0M | 2.2G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | resnext50_32x4d | 2023-04-06 | +| [seresnet50.a3_in1k](https://huggingface.co/timm/seresnet50.a3_in1k) | 28.1M | 2.1G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | seresnet50 | 2023-04-06 | +| [resnet50.a3_in1k](https://huggingface.co/timm/resnet50.a3_in1k) | 25.6M | 2.1G | 160 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet50 | 2023-04-06 | +| [resnet18d.ra4_e3600_r224_in1k](https://huggingface.co/timm/resnet18d.ra4_e3600_r224_in1k) | 11.7M | 2.1G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18d | 2024-11-01 | +| [resnet18d.ra2_in1k](https://huggingface.co/timm/resnet18d.ra2_in1k) | 11.7M | 2.1G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18d | 2023-04-06 | +| [resnet34.a3_in1k](https://huggingface.co/timm/resnet34.a3_in1k) | 21.8M | 1.9G | 160 | True | 512 | 1000 | imagenet-1k | ResNet | resnet34 | 2023-04-06 | +| [resnet18.tv_in1k](https://huggingface.co/timm/resnet18.tv_in1k) | 11.7M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18 | 2023-04-06 | +| [resnet18.gluon_in1k](https://huggingface.co/timm/resnet18.gluon_in1k) | 11.7M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18 | 2023-04-06 | +| [resnet18.fb_swsl_ig1b_ft_in1k](https://huggingface.co/timm/resnet18.fb_swsl_ig1b_ft_in1k) | 11.7M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18 | 2023-04-06 | +| [resnet18.fb_ssl_yfcc100m_ft_in1k](https://huggingface.co/timm/resnet18.fb_ssl_yfcc100m_ft_in1k) | 11.7M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18 | 2023-04-06 | +| [resnet18.a2_in1k](https://huggingface.co/timm/resnet18.a2_in1k) | 11.7M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18 | 2023-04-06 | +| [resnet18.a1_in1k](https://huggingface.co/timm/resnet18.a1_in1k) | 11.7M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18 | 2023-04-06 | +| [skresnet18.ra_in1k](https://huggingface.co/timm/skresnet18.ra_in1k) | 11.9M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNet | skresnet18 | 2023-04-24 | +| [resnet14t.c3_in1k](https://huggingface.co/timm/resnet14t.c3_in1k) | 10.1M | 1.1G | 176 | True | 2048 | 1000 | imagenet-1k | ResNet | resnet14t | 2023-04-06 | +| [resnet18.a3_in1k](https://huggingface.co/timm/resnet18.a3_in1k) | 11.7M | 930.9M | 160 | True | 512 | 1000 | imagenet-1k | ResNet | resnet18 | 2023-04-06 | +| [resnet10t.c3_in1k](https://huggingface.co/timm/resnet10t.c3_in1k) | 5.4M | 704.8M | 176 | True | 512 | 1000 | imagenet-1k | ResNet | resnet10t | 2023-04-06 | +| [test_resnet.r160_in1k](https://huggingface.co/timm/test_resnet.r160_in1k) | 469.7K | 105.1M | 160 | True | 96 | 1000 | imagenet-1k | ResNet | test_resnet | 2024-09-22 | + +## ResNetV2 + +18 models with model class `ResNetV2`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------------|:---------|:-------------------|:-------------| +| [resnetv2_34d.ra4_e3600_r384_in1k](https://huggingface.co/timm/resnetv2_34d.ra4_e3600_r384_in1k) | 21.8M | 11.5G | 384 | True | 512 | 1000 | imagenet-1k | ResNetV2 | resnetv2_34d | 2024-11-18 | +| [resnetv2_101.a1h_in1k](https://huggingface.co/timm/resnetv2_101.a1h_in1k) | 44.4M | 7.8G | 224 | True | 2048 | 1000 | imagenet-1k | ResNetV2 | resnetv2_101 | 2023-03-23 | +| [resnetv2_50d_gn.ah_in1k](https://huggingface.co/timm/resnetv2_50d_gn.ah_in1k) | 25.5M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNetV2 | resnetv2_50d_gn | 2023-03-23 | +| [resnetv2_50d_evos.ah_in1k](https://huggingface.co/timm/resnetv2_50d_evos.ah_in1k) | 25.5M | 4.3G | 224 | True | 2048 | 1000 | imagenet-1k | ResNetV2 | resnetv2_50d_evos | 2023-03-23 | +| [resnetv2_50.a1h_in1k](https://huggingface.co/timm/resnetv2_50.a1h_in1k) | 25.5M | 4.1G | 224 | True | 2048 | 1000 | imagenet-1k | ResNetV2 | resnetv2_50 | 2023-03-23 | +| [resnetv2_34d.ra4_e3600_r224_in1k](https://huggingface.co/timm/resnetv2_34d.ra4_e3600_r224_in1k) | 21.8M | 3.9G | 224 | True | 512 | 1000 | imagenet-1k | ResNetV2 | resnetv2_34d | 2024-11-01 | +| [resnetv2_34.ra4_e3600_r224_in1k](https://huggingface.co/timm/resnetv2_34.ra4_e3600_r224_in1k) | 21.8M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | ResNetV2 | resnetv2_34 | 2024-11-01 | +| [resnetv2_18d.ra4_e3600_r224_in1k](https://huggingface.co/timm/resnetv2_18d.ra4_e3600_r224_in1k) | 11.7M | 2.1G | 224 | True | 512 | 1000 | imagenet-1k | ResNetV2 | resnetv2_18d | 2024-11-01 | +| [resnetv2_18.ra4_e3600_r224_in1k](https://huggingface.co/timm/resnetv2_18.ra4_e3600_r224_in1k) | 11.7M | 1.8G | 224 | True | 512 | 1000 | imagenet-1k | ResNetV2 | resnetv2_18 | 2024-11-01 | +| [resnetv2_101x1_bit.goog_in21k](https://huggingface.co/timm/resnetv2_101x1_bit.goog_in21k) | 44.8M | 44.8M | 224 | True | 2048 | 21843 | imagenet-21k-goog | ResNetV2 | resnetv2_101x1_bit | 2023-03-23 | +| [resnetv2_50x1_bit.goog_in21k](https://huggingface.co/timm/resnetv2_50x1_bit.goog_in21k) | 44.8M | 44.8M | 224 | True | 2048 | 21843 | imagenet-21k-goog | ResNetV2 | resnetv2_50x1_bit | 2023-03-23 | +| [resnetv2_50x3_bit.goog_in21k_ft_in1k](https://huggingface.co/timm/resnetv2_50x3_bit.goog_in21k_ft_in1k) | 6.1M | 7.4M | 448 | True | 6144 | 1000 | imagenet-1k | ResNetV2 | resnetv2_50x3_bit | 2023-03-23 | +| [resnetv2_152x2_bit.goog_in21k_ft_in1k](https://huggingface.co/timm/resnetv2_152x2_bit.goog_in21k_ft_in1k) | 4.1M | 4.9M | 448 | True | 4096 | 1000 | imagenet-1k | ResNetV2 | resnetv2_152x2_bit | 2023-03-23 | +| [resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384](https://huggingface.co/timm/resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k_384) | 4.1M | 4.7M | 384 | True | 4096 | 1000 | imagenet-1k | ResNetV2 | resnetv2_152x2_bit | 2023-03-23 | +| [resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k](https://huggingface.co/timm/resnetv2_152x2_bit.goog_teacher_in21k_ft_in1k) | 4.1M | 4.3M | 224 | True | 4096 | 1000 | imagenet-1k | ResNetV2 | resnetv2_152x2_bit | 2023-03-23 | +| [resnetv2_101x1_bit.goog_in21k_ft_in1k](https://huggingface.co/timm/resnetv2_101x1_bit.goog_in21k_ft_in1k) | 2.0M | 2.5M | 448 | True | 2048 | 1000 | imagenet-1k | ResNetV2 | resnetv2_101x1_bit | 2023-03-23 | +| [resnetv2_50x1_bit.goog_in21k_ft_in1k](https://huggingface.co/timm/resnetv2_50x1_bit.goog_in21k_ft_in1k) | 2.0M | 2.5M | 448 | True | 2048 | 1000 | imagenet-1k | ResNetV2 | resnetv2_50x1_bit | 2023-03-23 | +| [resnetv2_50x1_bit.goog_distilled_in1k](https://huggingface.co/timm/resnetv2_50x1_bit.goog_distilled_in1k) | 2.0M | 2.2M | 224 | True | 2048 | 1000 | imagenet-1k | ResNetV2 | resnetv2_50x1_bit | 2023-03-23 | + +## RexNet + +9 models with model class `RexNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:--------|:---------------|:-------------| +| [rexnet_300.nav_in1k](https://huggingface.co/timm/rexnet_300.nav_in1k) | 34.6M | 3.4G | 224 | True | 3840 | 1000 | imagenet-1k | RexNet | rexnet_300 | 2023-03-21 | +| [rexnetr_300.sw_in12k](https://huggingface.co/timm/rexnetr_300.sw_in12k) | 76.3M | 3.4G | 224 | True | 3840 | 11821 | imagenet-12k | RexNet | rexnetr_300 | 2023-03-21 | +| [rexnetr_300.sw_in12k_ft_in1k](https://huggingface.co/timm/rexnetr_300.sw_in12k_ft_in1k) | 34.7M | 3.3G | 224 | True | 3840 | 1000 | imagenet-1k | RexNet | rexnetr_300 | 2023-03-21 | +| [rexnetr_200.sw_in12k](https://huggingface.co/timm/rexnetr_200.sw_in12k) | 44.2M | 1.6G | 224 | True | 2560 | 11821 | imagenet-12k | RexNet | rexnetr_200 | 2023-03-21 | +| [rexnetr_200.sw_in12k_ft_in1k](https://huggingface.co/timm/rexnetr_200.sw_in12k_ft_in1k) | 16.4M | 1.6G | 224 | True | 2560 | 1000 | imagenet-1k | RexNet | rexnetr_200 | 2023-03-21 | +| [rexnet_200.nav_in1k](https://huggingface.co/timm/rexnet_200.nav_in1k) | 16.3M | 1.5G | 224 | True | 2560 | 1000 | imagenet-1k | RexNet | rexnet_200 | 2023-03-21 | +| [rexnet_150.nav_in1k](https://huggingface.co/timm/rexnet_150.nav_in1k) | 9.7M | 875.9M | 224 | True | 1920 | 1000 | imagenet-1k | RexNet | rexnet_150 | 2023-03-21 | +| [rexnet_130.nav_in1k](https://huggingface.co/timm/rexnet_130.nav_in1k) | 7.5M | 662.3M | 224 | True | 1664 | 1000 | imagenet-1k | RexNet | rexnet_130 | 2023-03-21 | +| [rexnet_100.nav_in1k](https://huggingface.co/timm/rexnet_100.nav_in1k) | 4.8M | 398.4M | 224 | True | 1280 | 1000 | imagenet-1k | RexNet | rexnet_100 | 2023-03-21 | + +## SelecSls + +3 models with model class `SelecSls`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:---------|:---------------|:-------------| +| [selecsls60b.in1k](https://huggingface.co/timm/selecsls60b.in1k) | 32.8M | 3.6G | 224 | True | 1024 | 1000 | imagenet-1k | SelecSls | selecsls60b | 2023-04-25 | +| [selecsls60.in1k](https://huggingface.co/timm/selecsls60.in1k) | 30.7M | 3.6G | 224 | True | 1280 | 1000 | imagenet-1k | SelecSls | selecsls60 | 2023-04-25 | +| [selecsls42b.in1k](https://huggingface.co/timm/selecsls42b.in1k) | 32.5M | 3.0G | 224 | True | 1024 | 1000 | imagenet-1k | SelecSls | selecsls42b | 2023-04-25 | + +## SwinTransformer + +19 models with model class `SwinTransformer`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:----------------|:-------------------------------|:-------------| +| [swin_large_patch4_window12_384.ms_in22k](https://huggingface.co/timm/swin_large_patch4_window12_384.ms_in22k) | 228.5M | 100.3G | 384 | True | 1536 | 21841 | imagenet-22k | SwinTransformer | swin_large_patch4_window12_384 | 2023-03-18 | +| [swin_large_patch4_window12_384.ms_in22k_ft_in1k](https://huggingface.co/timm/swin_large_patch4_window12_384.ms_in22k_ft_in1k) | 196.4M | 100.3G | 384 | True | 1536 | 1000 | imagenet-1k | SwinTransformer | swin_large_patch4_window12_384 | 2023-03-18 | +| [swin_base_patch4_window12_384.ms_in22k](https://huggingface.co/timm/swin_base_patch4_window12_384.ms_in22k) | 109.1M | 44.7G | 384 | True | 1024 | 21841 | imagenet-22k | SwinTransformer | swin_base_patch4_window12_384 | 2023-03-18 | +| [swin_base_patch4_window12_384.ms_in22k_ft_in1k](https://huggingface.co/timm/swin_base_patch4_window12_384.ms_in22k_ft_in1k) | 87.7M | 44.7G | 384 | True | 1024 | 1000 | imagenet-1k | SwinTransformer | swin_base_patch4_window12_384 | 2023-03-18 | +| [swin_base_patch4_window12_384.ms_in1k](https://huggingface.co/timm/swin_base_patch4_window12_384.ms_in1k) | 87.7M | 44.7G | 384 | True | 1024 | 1000 | imagenet-1k | SwinTransformer | swin_base_patch4_window12_384 | 2023-03-18 | +| [swin_large_patch4_window7_224.ms_in22k](https://huggingface.co/timm/swin_large_patch4_window7_224.ms_in22k) | 228.5M | 34.1G | 224 | True | 1536 | 21841 | imagenet-22k | SwinTransformer | swin_large_patch4_window7_224 | 2023-03-18 | +| [swin_large_patch4_window7_224.ms_in22k_ft_in1k](https://huggingface.co/timm/swin_large_patch4_window7_224.ms_in22k_ft_in1k) | 196.4M | 34.1G | 224 | True | 1536 | 1000 | imagenet-1k | SwinTransformer | swin_large_patch4_window7_224 | 2023-03-18 | +| [swin_base_patch4_window7_224.ms_in22k](https://huggingface.co/timm/swin_base_patch4_window7_224.ms_in22k) | 109.1M | 15.2G | 224 | True | 1024 | 21841 | imagenet-22k | SwinTransformer | swin_base_patch4_window7_224 | 2023-03-18 | +| [swin_base_patch4_window7_224.ms_in22k_ft_in1k](https://huggingface.co/timm/swin_base_patch4_window7_224.ms_in22k_ft_in1k) | 87.7M | 15.2G | 224 | True | 1024 | 1000 | imagenet-1k | SwinTransformer | swin_base_patch4_window7_224 | 2023-03-18 | +| [swin_base_patch4_window7_224.ms_in1k](https://huggingface.co/timm/swin_base_patch4_window7_224.ms_in1k) | 87.7M | 15.2G | 224 | True | 1024 | 1000 | imagenet-1k | SwinTransformer | swin_base_patch4_window7_224 | 2023-03-18 | +| [swin_s3_base_224.ms_in1k](https://huggingface.co/timm/swin_s3_base_224.ms_in1k) | 70.9M | 12.7G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformer | swin_s3_base_224 | 2023-03-18 | +| [swin_s3_small_224.ms_in1k](https://huggingface.co/timm/swin_s3_small_224.ms_in1k) | 49.6M | 8.6G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformer | swin_s3_small_224 | 2023-03-18 | +| [swin_small_patch4_window7_224.ms_in22k](https://huggingface.co/timm/swin_small_patch4_window7_224.ms_in22k) | 65.6M | 8.6G | 224 | True | 768 | 21841 | imagenet-22k | SwinTransformer | swin_small_patch4_window7_224 | 2023-03-18 | +| [swin_small_patch4_window7_224.ms_in22k_ft_in1k](https://huggingface.co/timm/swin_small_patch4_window7_224.ms_in22k_ft_in1k) | 49.6M | 8.5G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformer | swin_small_patch4_window7_224 | 2023-03-18 | +| [swin_small_patch4_window7_224.ms_in1k](https://huggingface.co/timm/swin_small_patch4_window7_224.ms_in1k) | 49.6M | 8.5G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformer | swin_small_patch4_window7_224 | 2023-03-18 | +| [swin_tiny_patch4_window7_224.ms_in22k](https://huggingface.co/timm/swin_tiny_patch4_window7_224.ms_in22k) | 44.3M | 4.4G | 224 | True | 768 | 21841 | imagenet-22k | SwinTransformer | swin_tiny_patch4_window7_224 | 2023-03-18 | +| [swin_s3_tiny_224.ms_in1k](https://huggingface.co/timm/swin_s3_tiny_224.ms_in1k) | 28.3M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformer | swin_s3_tiny_224 | 2023-03-18 | +| [swin_tiny_patch4_window7_224.ms_in22k_ft_in1k](https://huggingface.co/timm/swin_tiny_patch4_window7_224.ms_in22k_ft_in1k) | 28.3M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformer | swin_tiny_patch4_window7_224 | 2023-03-18 | +| [swin_tiny_patch4_window7_224.ms_in1k](https://huggingface.co/timm/swin_tiny_patch4_window7_224.ms_in1k) | 28.3M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformer | swin_tiny_patch4_window7_224 | 2023-03-18 | + +## SwinTransformerV2 + +12 models with model class `SwinTransformerV2`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:------------------|:-----------------------------------|:-------------| +| [swinv2_large_window12to24_192to384.ms_in22k_ft_in1k](https://huggingface.co/timm/swinv2_large_window12to24_192to384.ms_in22k_ft_in1k) | 149.6M | 77.0G | 384 | True | 1536 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_large_window12to24_192to384 | 2023-03-18 | +| [swinv2_base_window12to24_192to384.ms_in22k_ft_in1k](https://huggingface.co/timm/swinv2_base_window12to24_192to384.ms_in22k_ft_in1k) | 67.0M | 34.6G | 384 | True | 1024 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_base_window12to24_192to384 | 2023-03-18 | +| [swinv2_large_window12to16_192to256.ms_in22k_ft_in1k](https://huggingface.co/timm/swinv2_large_window12to16_192to256.ms_in22k_ft_in1k) | 149.6M | 34.0G | 256 | True | 1536 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_large_window12to16_192to256 | 2023-03-18 | +| [swinv2_large_window12_192.ms_in22k](https://huggingface.co/timm/swinv2_large_window12_192.ms_in22k) | 181.6M | 19.1G | 192 | True | 1536 | 21841 | imagenet-22k | SwinTransformerV2 | swinv2_large_window12_192 | 2023-03-18 | +| [swinv2_base_window16_256.ms_in1k](https://huggingface.co/timm/swinv2_base_window16_256.ms_in1k) | 67.0M | 15.2G | 256 | True | 1024 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_base_window16_256 | 2023-03-18 | +| [swinv2_base_window12to16_192to256.ms_in22k_ft_in1k](https://huggingface.co/timm/swinv2_base_window12to16_192to256.ms_in22k_ft_in1k) | 67.0M | 15.2G | 256 | True | 1024 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_base_window12to16_192to256 | 2023-03-18 | +| [swinv2_base_window8_256.ms_in1k](https://huggingface.co/timm/swinv2_base_window8_256.ms_in1k) | 67.0M | 15.0G | 256 | True | 1024 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_base_window8_256 | 2023-03-18 | +| [swinv2_small_window16_256.ms_in1k](https://huggingface.co/timm/swinv2_small_window16_256.ms_in1k) | 37.9M | 8.6G | 256 | True | 768 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_small_window16_256 | 2023-03-18 | +| [swinv2_base_window12_192.ms_in22k](https://huggingface.co/timm/swinv2_base_window12_192.ms_in22k) | 88.3M | 8.6G | 192 | True | 1024 | 21841 | imagenet-22k | SwinTransformerV2 | swinv2_base_window12_192 | 2023-03-18 | +| [swinv2_small_window8_256.ms_in1k](https://huggingface.co/timm/swinv2_small_window8_256.ms_in1k) | 37.9M | 8.5G | 256 | True | 768 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_small_window8_256 | 2023-03-18 | +| [swinv2_tiny_window16_256.ms_in1k](https://huggingface.co/timm/swinv2_tiny_window16_256.ms_in1k) | 21.9M | 4.4G | 256 | True | 768 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_tiny_window16_256 | 2023-03-18 | +| [swinv2_tiny_window8_256.ms_in1k](https://huggingface.co/timm/swinv2_tiny_window8_256.ms_in1k) | 21.9M | 4.4G | 256 | True | 768 | 1000 | imagenet-1k | SwinTransformerV2 | swinv2_tiny_window8_256 | 2023-03-18 | + +## SwinTransformerV2Cr + +3 models with model class `SwinTransformerV2Cr`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------------------|:-----------------------|:-------------| +| [swinv2_cr_small_ns_224.sw_in1k](https://huggingface.co/timm/swinv2_cr_small_ns_224.sw_in1k) | 49.7M | 8.8G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformerV2Cr | swinv2_cr_small_ns_224 | 2023-03-18 | +| [swinv2_cr_small_224.sw_in1k](https://huggingface.co/timm/swinv2_cr_small_224.sw_in1k) | 49.7M | 8.8G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformerV2Cr | swinv2_cr_small_224 | 2023-03-18 | +| [swinv2_cr_tiny_ns_224.sw_in1k](https://huggingface.co/timm/swinv2_cr_tiny_ns_224.sw_in1k) | 28.3M | 4.5G | 224 | True | 768 | 1000 | imagenet-1k | SwinTransformerV2Cr | swinv2_cr_tiny_ns_224 | 2023-03-18 | + +## TResNet + +10 models with model class `TResNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------------|:--------|:---------------|:-------------| +| [tresnet_xl.miil_in1k_448](https://huggingface.co/timm/tresnet_xl.miil_in1k_448) | 78.3M | 60.6G | 448 | True | 2656 | 1000 | imagenet-1k | TResNet | tresnet_xl | 2023-04-22 | +| [tresnet_l.miil_in1k_448](https://huggingface.co/timm/tresnet_l.miil_in1k_448) | 55.9M | 43.5G | 448 | True | 2432 | 1000 | imagenet-1k | TResNet | tresnet_l | 2023-04-22 | +| [tresnet_m.miil_in1k_448](https://huggingface.co/timm/tresnet_m.miil_in1k_448) | 31.3M | 22.9G | 448 | True | 2048 | 1000 | imagenet-1k | TResNet | tresnet_m | 2023-04-22 | +| [tresnet_xl.miil_in1k](https://huggingface.co/timm/tresnet_xl.miil_in1k) | 78.3M | 15.2G | 224 | True | 2656 | 1000 | imagenet-1k | TResNet | tresnet_xl | 2023-04-22 | +| [tresnet_l.miil_in1k](https://huggingface.co/timm/tresnet_l.miil_in1k) | 55.9M | 10.9G | 224 | True | 2432 | 1000 | imagenet-1k | TResNet | tresnet_l | 2023-04-22 | +| [tresnet_v2_l.miil_in21k](https://huggingface.co/timm/tresnet_v2_l.miil_in21k) | 67.0M | 8.8G | 224 | True | 2048 | 11221 | imagenet-21k-miil | TResNet | tresnet_v2_l | 2023-04-22 | +| [tresnet_v2_l.miil_in21k_ft_in1k](https://huggingface.co/timm/tresnet_v2_l.miil_in21k_ft_in1k) | 46.1M | 8.8G | 224 | True | 2048 | 1000 | imagenet-1k | TResNet | tresnet_v2_l | 2023-04-22 | +| [tresnet_m.miil_in21k](https://huggingface.co/timm/tresnet_m.miil_in21k) | 52.3M | 5.8G | 224 | True | 2048 | 11221 | imagenet-21k-miil | TResNet | tresnet_m | 2023-04-22 | +| [tresnet_m.miil_in21k_ft_in1k](https://huggingface.co/timm/tresnet_m.miil_in21k_ft_in1k) | 31.3M | 5.7G | 224 | True | 2048 | 1000 | imagenet-1k | TResNet | tresnet_m | 2023-04-22 | +| [tresnet_m.miil_in1k](https://huggingface.co/timm/tresnet_m.miil_in1k) | 31.3M | 5.7G | 224 | True | 2048 | 1000 | imagenet-1k | TResNet | tresnet_m | 2023-04-22 | + +## TinyVit + +11 models with model class `TinyVit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:-------------|:--------|:-----------------|:-------------| +| [tiny_vit_21m_512.dist_in22k_ft_in1k](https://huggingface.co/timm/tiny_vit_21m_512.dist_in22k_ft_in1k) | 21.2M | 21.3G | 512 | True | 576 | 1000 | imagenet-1k | TinyVit | tiny_vit_21m_512 | 2023-09-02 | +| [tiny_vit_21m_384.dist_in22k_ft_in1k](https://huggingface.co/timm/tiny_vit_21m_384.dist_in22k_ft_in1k) | 21.2M | 12.0G | 384 | True | 576 | 1000 | imagenet-1k | TinyVit | tiny_vit_21m_384 | 2023-09-02 | +| [tiny_vit_21m_224.dist_in22k](https://huggingface.co/timm/tiny_vit_21m_224.dist_in22k) | 33.2M | 4.1G | 224 | True | 576 | 21841 | imagenet-22k | TinyVit | tiny_vit_21m_224 | 2023-09-02 | +| [tiny_vit_21m_224.in1k](https://huggingface.co/timm/tiny_vit_21m_224.in1k) | 21.2M | 4.1G | 224 | True | 576 | 1000 | imagenet-1k | TinyVit | tiny_vit_21m_224 | 2023-09-02 | +| [tiny_vit_21m_224.dist_in22k_ft_in1k](https://huggingface.co/timm/tiny_vit_21m_224.dist_in22k_ft_in1k) | 21.2M | 4.1G | 224 | True | 576 | 1000 | imagenet-1k | TinyVit | tiny_vit_21m_224 | 2023-09-02 | +| [tiny_vit_11m_224.dist_in22k](https://huggingface.co/timm/tiny_vit_11m_224.dist_in22k) | 20.3M | 1.9G | 224 | True | 448 | 21841 | imagenet-22k | TinyVit | tiny_vit_11m_224 | 2023-09-02 | +| [tiny_vit_11m_224.in1k](https://huggingface.co/timm/tiny_vit_11m_224.in1k) | 11.0M | 1.9G | 224 | True | 448 | 1000 | imagenet-1k | TinyVit | tiny_vit_11m_224 | 2023-09-02 | +| [tiny_vit_11m_224.dist_in22k_ft_in1k](https://huggingface.co/timm/tiny_vit_11m_224.dist_in22k_ft_in1k) | 11.0M | 1.9G | 224 | True | 448 | 1000 | imagenet-1k | TinyVit | tiny_vit_11m_224 | 2023-09-02 | +| [tiny_vit_5m_224.dist_in22k](https://huggingface.co/timm/tiny_vit_5m_224.dist_in22k) | 12.1M | 1.2G | 224 | True | 320 | 21841 | imagenet-22k | TinyVit | tiny_vit_5m_224 | 2023-09-02 | +| [tiny_vit_5m_224.in1k](https://huggingface.co/timm/tiny_vit_5m_224.in1k) | 5.4M | 1.2G | 224 | True | 320 | 1000 | imagenet-1k | TinyVit | tiny_vit_5m_224 | 2023-09-02 | +| [tiny_vit_5m_224.dist_in22k_ft_in1k](https://huggingface.co/timm/tiny_vit_5m_224.dist_in22k_ft_in1k) | 5.4M | 1.2G | 224 | True | 320 | 1000 | imagenet-1k | TinyVit | tiny_vit_5m_224 | 2023-09-02 | + +## Twins + +6 models with model class `Twins`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:------------------|:-------------| +| [twins_svt_large.in1k](https://huggingface.co/timm/twins_svt_large.in1k) | 99.3M | 14.8G | 224 | True | 1024 | 1000 | imagenet-1k | Twins | twins_svt_large | 2023-04-24 | +| [twins_pcpvt_large.in1k](https://huggingface.co/timm/twins_pcpvt_large.in1k) | 61.0M | 9.5G | 224 | True | 512 | 1000 | imagenet-1k | Twins | twins_pcpvt_large | 2023-04-24 | +| [twins_svt_base.in1k](https://huggingface.co/timm/twins_svt_base.in1k) | 56.1M | 8.4G | 224 | True | 768 | 1000 | imagenet-1k | Twins | twins_svt_base | 2023-04-24 | +| [twins_pcpvt_base.in1k](https://huggingface.co/timm/twins_pcpvt_base.in1k) | 43.8M | 6.5G | 224 | True | 512 | 1000 | imagenet-1k | Twins | twins_pcpvt_base | 2023-04-24 | +| [twins_pcpvt_small.in1k](https://huggingface.co/timm/twins_pcpvt_small.in1k) | 24.1M | 3.7G | 224 | True | 512 | 1000 | imagenet-1k | Twins | twins_pcpvt_small | 2023-04-24 | +| [twins_svt_small.in1k](https://huggingface.co/timm/twins_svt_small.in1k) | 24.1M | 2.8G | 224 | True | 512 | 1000 | imagenet-1k | Twins | twins_svt_small | 2023-04-24 | + +## VGG + +8 models with model class `VGG`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-----------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:---------------|:-------------| +| [vgg19_bn.tv_in1k](https://huggingface.co/timm/vgg19_bn.tv_in1k) | 143.7M | 19.7G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg19_bn | 2023-04-26 | +| [vgg19.tv_in1k](https://huggingface.co/timm/vgg19.tv_in1k) | 143.7M | 19.6G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg19 | 2023-04-26 | +| [vgg16_bn.tv_in1k](https://huggingface.co/timm/vgg16_bn.tv_in1k) | 138.4M | 15.5G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg16_bn | 2023-04-26 | +| [vgg16.tv_in1k](https://huggingface.co/timm/vgg16.tv_in1k) | 138.4M | 15.5G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg16 | 2023-04-26 | +| [vgg13_bn.tv_in1k](https://huggingface.co/timm/vgg13_bn.tv_in1k) | 133.1M | 11.4G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg13_bn | 2023-04-26 | +| [vgg13.tv_in1k](https://huggingface.co/timm/vgg13.tv_in1k) | 133.0M | 11.3G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg13 | 2023-04-26 | +| [vgg11_bn.tv_in1k](https://huggingface.co/timm/vgg11_bn.tv_in1k) | 132.9M | 7.6G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg11_bn | 2023-04-26 | +| [vgg11.tv_in1k](https://huggingface.co/timm/vgg11.tv_in1k) | 132.9M | 7.6G | 224 | True | 4096 | 1000 | imagenet-1k | VGG | vgg11 | 2023-04-26 | + +## Visformer + +2 models with model class `Visformer`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:----------|:----------------|:-------------| +| [visformer_small.in1k](https://huggingface.co/timm/visformer_small.in1k) | 40.0M | 4.8G | 224 | True | 768 | 1000 | imagenet-1k | Visformer | visformer_small | 2023-04-27 | +| [visformer_tiny.in1k](https://huggingface.co/timm/visformer_tiny.in1k) | 10.2M | 1.2G | 224 | True | 384 | 1000 | imagenet-1k | Visformer | visformer_tiny | 2023-04-27 | + +## VisionTransformer + +131 models with model class `VisionTransformer`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------------|:------------------|:---------------------------------|:-------------| +| [vit_base_patch14_reg4_dinov2.lvd142m](https://huggingface.co/timm/vit_base_patch14_reg4_dinov2.lvd142m) | 85.5M | 117.4G | 518 | False | 768 | 768 | | VisionTransformer | vit_base_patch14_reg4_dinov2 | 2023-10-30 | +| [vit_base_patch14_dinov2.lvd142m](https://huggingface.co/timm/vit_base_patch14_dinov2.lvd142m) | 85.5M | 117.1G | 518 | False | 768 | 768 | | VisionTransformer | vit_base_patch14_dinov2 | 2023-05-10 | +| [vit_base_patch16_siglip_512.webli](https://huggingface.co/timm/vit_base_patch16_siglip_512.webli) | 92.7M | 88.9G | 512 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_512 | 2024-12-24 | +| [vit_base_patch16_siglip_gap_512.webli](https://huggingface.co/timm/vit_base_patch16_siglip_gap_512.webli) | 85.6M | 87.7G | 512 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_gap_512 | 2024-12-24 | +| [vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k](https://huggingface.co/timm/vit_so150m_patch16_reg4_gap_384.sbb_e250_in12k_ft_in1k) | 133.9M | 77.1G | 384 | True | 896 | 1000 | imagenet-1k | VisionTransformer | vit_so150m_patch16_reg4_gap_384 | 2025-01-17 | +| [vit_base_patch8_224.augreg_in21k](https://huggingface.co/timm/vit_base_patch8_224.augreg_in21k) | 102.0M | 66.9G | 224 | True | 768 | 21843 | imagenet-21k-goog | VisionTransformer | vit_base_patch8_224 | 2022-12-22 | +| [vit_base_patch8_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch8_224.augreg_in21k_ft_in1k) | 86.0M | 66.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch8_224 | 2022-12-22 | +| [vit_base_patch8_224.augreg2_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch8_224.augreg2_in21k_ft_in1k) | 86.0M | 66.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch8_224 | 2022-12-22 | +| [vit_base_patch8_224.dino](https://huggingface.co/timm/vit_base_patch8_224.dino) | 85.2M | 66.8G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_patch8_224 | 2022-12-22 | +| [vit_base_patch16_siglip_384.webli](https://huggingface.co/timm/vit_base_patch16_siglip_384.webli) | 92.7M | 50.0G | 384 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_384 | 2024-12-24 | +| [vit_base_r50_s16_384.orig_in21k_ft_in1k](https://huggingface.co/timm/vit_base_r50_s16_384.orig_in21k_ft_in1k) | 86.6M | 49.5G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_r50_s16_384 | 2022-12-23 | +| [vit_base_patch16_clip_384.openai_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch16_clip_384.openai_ft_in12k_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_384 | 2022-12-01 | +| [vit_base_patch16_clip_384.laion2b_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch16_clip_384.laion2b_ft_in12k_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_384 | 2022-11-11 | +| [vit_base_patch16_clip_384.openai_ft_in1k](https://huggingface.co/timm/vit_base_patch16_clip_384.openai_ft_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_384 | 2022-11-10 | +| [vit_base_patch16_clip_384.laion2b_ft_in1k](https://huggingface.co/timm/vit_base_patch16_clip_384.laion2b_ft_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_384 | 2022-11-10 | +| [deit_base_patch16_384.fb_in1k](https://huggingface.co/timm/deit_base_patch16_384.fb_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | deit_base_patch16_384 | 2023-03-28 | +| [deit3_base_patch16_384.fb_in22k_ft_in1k](https://huggingface.co/timm/deit3_base_patch16_384.fb_in22k_ft_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | deit3_base_patch16_384 | 2023-03-28 | +| [deit3_base_patch16_384.fb_in1k](https://huggingface.co/timm/deit3_base_patch16_384.fb_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | deit3_base_patch16_384 | 2023-03-28 | +| [vit_base_patch16_384.orig_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch16_384.orig_in21k_ft_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_384 | 2022-12-22 | +| [vit_base_patch16_384.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch16_384.augreg_in21k_ft_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_384 | 2022-12-22 | +| [vit_base_patch16_384.augreg_in1k](https://huggingface.co/timm/vit_base_patch16_384.augreg_in1k) | 86.4M | 49.4G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_384 | 2022-12-22 | +| [vit_base_patch16_siglip_gap_384.webli](https://huggingface.co/timm/vit_base_patch16_siglip_gap_384.webli) | 85.6M | 49.3G | 384 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_gap_384 | 2024-12-24 | +| [vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k) | 64.0M | 36.8G | 384 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_mediumd_patch16_reg4_gap_384 | 2024-08-22 | +| [vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k](https://huggingface.co/timm/vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k) | 143.6M | 34.6G | 256 | True | 896 | 11821 | imagenet-12k | VisionTransformer | vit_so150m_patch16_reg4_gap_256 | 2025-01-17 | +| [vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k](https://huggingface.co/timm/vit_so150m_patch16_reg4_gap_256.sbb_e250_in12k_ft_in1k) | 133.9M | 34.6G | 256 | True | 896 | 1000 | imagenet-1k | VisionTransformer | vit_so150m_patch16_reg4_gap_256 | 2025-01-19 | +| [vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_384.sbb2_e200_in12k_ft_in1k) | 60.2M | 34.5G | 384 | True | 640 | 1000 | imagenet-1k | VisionTransformer | vit_betwixt_patch16_reg4_gap_384 | 2024-08-22 | +| [vit_small_patch14_reg4_dinov2.lvd142m](https://huggingface.co/timm/vit_small_patch14_reg4_dinov2.lvd142m) | 21.5M | 29.5G | 518 | False | 384 | 384 | | VisionTransformer | vit_small_patch14_reg4_dinov2 | 2023-10-30 | +| [vit_small_patch14_dinov2.lvd142m](https://huggingface.co/timm/vit_small_patch14_dinov2.lvd142m) | 21.5M | 29.5G | 518 | False | 384 | 384 | | VisionTransformer | vit_small_patch14_dinov2 | 2023-05-10 | +| [vit_base_patch16_siglip_256.webli_i18n](https://huggingface.co/timm/vit_base_patch16_siglip_256.webli_i18n) | 92.7M | 22.2G | 256 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_256 | 2024-12-24 | +| [vit_base_patch16_siglip_256.webli](https://huggingface.co/timm/vit_base_patch16_siglip_256.webli) | 92.7M | 22.2G | 256 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_256 | 2024-12-24 | +| [vit_medium_patch16_gap_384.sw_in12k_ft_in1k](https://huggingface.co/timm/vit_medium_patch16_gap_384.sw_in12k_ft_in1k) | 38.7M | 22.0G | 384 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_medium_patch16_gap_384 | 2022-12-02 | +| [vit_base_patch16_siglip_gap_256.webli_i18n](https://huggingface.co/timm/vit_base_patch16_siglip_gap_256.webli_i18n) | 85.6M | 21.9G | 256 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_gap_256 | 2024-12-24 | +| [vit_base_patch16_siglip_gap_256.webli](https://huggingface.co/timm/vit_base_patch16_siglip_gap_256.webli) | 85.6M | 21.9G | 256 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_gap_256 | 2024-12-24 | +| [flexivit_base.patch30_in21k](https://huggingface.co/timm/flexivit_base.patch30_in21k) | 102.4M | 19.4G | 240 | True | 768 | 21843 | imagenet-21k-goog | VisionTransformer | flexivit_base | 2022-12-22 | +| [flexivit_base.patch16_in21k](https://huggingface.co/timm/flexivit_base.patch16_in21k) | 102.4M | 19.4G | 240 | True | 768 | 21843 | imagenet-21k-goog | VisionTransformer | flexivit_base | 2022-12-22 | +| [flexivit_base.1000ep_in21k](https://huggingface.co/timm/flexivit_base.1000ep_in21k) | 102.4M | 19.4G | 240 | True | 768 | 21843 | imagenet-21k-goog | VisionTransformer | flexivit_base | 2022-12-22 | +| [flexivit_base.300ep_in21k](https://huggingface.co/timm/flexivit_base.300ep_in21k) | 102.4M | 19.4G | 240 | True | 768 | 21843 | imagenet-21k-goog | VisionTransformer | flexivit_base | 2022-12-22 | +| [flexivit_base.1200ep_in1k](https://huggingface.co/timm/flexivit_base.1200ep_in1k) | 86.4M | 19.3G | 240 | True | 768 | 1000 | imagenet-1k | VisionTransformer | flexivit_base | 2022-12-22 | +| [flexivit_base.600ep_in1k](https://huggingface.co/timm/flexivit_base.600ep_in1k) | 86.4M | 19.3G | 240 | True | 768 | 1000 | imagenet-1k | VisionTransformer | flexivit_base | 2022-12-22 | +| [flexivit_base.300ep_in1k](https://huggingface.co/timm/flexivit_base.300ep_in1k) | 86.4M | 19.3G | 240 | True | 768 | 1000 | imagenet-1k | VisionTransformer | flexivit_base | 2022-12-22 | +| [vit_base_patch32_clip_448.laion2b_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch32_clip_448.laion2b_ft_in12k_in1k) | 88.2M | 17.2G | 448 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_clip_448 | 2022-11-06 | +| [vit_base_patch16_siglip_224.webli](https://huggingface.co/timm/vit_base_patch16_siglip_224.webli) | 92.7M | 17.0G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_224 | 2024-12-24 | +| [vit_base_r50_s16_224.orig_in21k](https://huggingface.co/timm/vit_base_r50_s16_224.orig_in21k) | 85.8M | 16.9G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_r50_s16_224 | 2022-12-23 | +| [vit_base_patch16_224.augreg_in21k](https://huggingface.co/timm/vit_base_patch16_224.augreg_in21k) | 102.4M | 16.9G | 224 | True | 768 | 21843 | imagenet-21k-goog | VisionTransformer | vit_base_patch16_224 | 2022-12-22 | +| [vit_base_patch16_clip_224.openai_ft_in12k](https://huggingface.co/timm/vit_base_patch16_clip_224.openai_ft_in12k) | 94.7M | 16.9G | 224 | True | 768 | 11821 | imagenet-12k | VisionTransformer | vit_base_patch16_clip_224 | 2022-11-22 | +| [vit_base_patch16_clip_224.laion2b_ft_in12k](https://huggingface.co/timm/vit_base_patch16_clip_224.laion2b_ft_in12k) | 94.7M | 16.9G | 224 | True | 768 | 11821 | imagenet-12k | VisionTransformer | vit_base_patch16_clip_224 | 2022-11-10 | +| [vit_base_patch16_224_miil.in21k](https://huggingface.co/timm/vit_base_patch16_224_miil.in21k) | 94.2M | 16.9G | 224 | True | 768 | 11221 | imagenet-21k-miil | VisionTransformer | vit_base_patch16_224_miil | 2022-12-22 | +| [vit_base_patch16_clip_224.openai_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch16_clip_224.openai_ft_in12k_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_224 | 2022-11-28 | +| [vit_base_patch16_clip_224.laion2b_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch16_clip_224.laion2b_ft_in12k_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_224 | 2022-11-28 | +| [vit_base_patch16_clip_224.openai_ft_in1k](https://huggingface.co/timm/vit_base_patch16_clip_224.openai_ft_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_224 | 2022-11-09 | +| [vit_base_patch16_clip_224.laion2b_ft_in1k](https://huggingface.co/timm/vit_base_patch16_clip_224.laion2b_ft_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_clip_224 | 2022-11-09 | +| [deit_base_patch16_224.fb_in1k](https://huggingface.co/timm/deit_base_patch16_224.fb_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | deit_base_patch16_224 | 2023-03-28 | +| [deit3_base_patch16_224.fb_in22k_ft_in1k](https://huggingface.co/timm/deit3_base_patch16_224.fb_in22k_ft_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | deit3_base_patch16_224 | 2023-03-28 | +| [deit3_base_patch16_224.fb_in1k](https://huggingface.co/timm/deit3_base_patch16_224.fb_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | deit3_base_patch16_224 | 2023-03-28 | +| [vit_base_patch16_224_miil.in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch16_224_miil.in21k_ft_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_224_miil | 2022-12-22 | +| [vit_base_patch16_224.sam_in1k](https://huggingface.co/timm/vit_base_patch16_224.sam_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_224 | 2022-12-22 | +| [vit_base_patch16_224.orig_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch16_224.orig_in21k_ft_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_224 | 2022-12-22 | +| [vit_base_patch16_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch16_224.augreg_in21k_ft_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_224 | 2022-12-22 | +| [vit_base_patch16_224.augreg_in1k](https://huggingface.co/timm/vit_base_patch16_224.augreg_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_224 | 2022-12-22 | +| [vit_base_patch16_224.augreg2_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch16_224.augreg2_in21k_ft_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_224 | 2022-12-22 | +| [vit_base_patch16_224.orig_in21k](https://huggingface.co/timm/vit_base_patch16_224.orig_in21k) | 85.6M | 16.9G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_224 | 2023-11-17 | +| [vit_base_patch16_224.mae](https://huggingface.co/timm/vit_base_patch16_224.mae) | 85.6M | 16.9G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_224 | 2023-05-10 | +| [vit_base_patch16_224.dino](https://huggingface.co/timm/vit_base_patch16_224.dino) | 85.6M | 16.9G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_224 | 2022-12-22 | +| [vit_base_patch16_rpn_224.sw_in1k](https://huggingface.co/timm/vit_base_patch16_rpn_224.sw_in1k) | 86.4M | 16.8G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch16_rpn_224 | 2022-12-22 | +| [vit_base_patch16_siglip_gap_224.webli](https://huggingface.co/timm/vit_base_patch16_siglip_gap_224.webli) | 85.6M | 16.8G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_patch16_siglip_gap_224 | 2024-12-24 | +| [vit_small_patch8_224.dino](https://huggingface.co/timm/vit_small_patch8_224.dino) | 21.4M | 16.8G | 224 | False | 384 | 384 | | VisionTransformer | vit_small_patch8_224 | 2022-12-22 | +| [vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k) | 69.5M | 16.5G | 256 | True | 512 | 11821 | imagenet-12k | VisionTransformer | vit_mediumd_patch16_reg4_gap_256 | 2024-08-15 | +| [vit_mediumd_patch16_reg4_gap_256.sbb_in12k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_256.sbb_in12k) | 69.5M | 16.5G | 256 | True | 512 | 11821 | imagenet-12k | VisionTransformer | vit_mediumd_patch16_reg4_gap_256 | 2024-05-11 | +| [vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k) | 64.0M | 16.5G | 256 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_mediumd_patch16_reg4_gap_256 | 2024-08-22 | +| [vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k) | 64.0M | 16.5G | 256 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_mediumd_patch16_reg4_gap_256 | 2024-05-11 | +| [vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k) | 67.2M | 15.5G | 256 | True | 640 | 11821 | imagenet-12k | VisionTransformer | vit_betwixt_patch16_reg4_gap_256 | 2024-08-15 | +| [vit_betwixt_patch16_reg4_gap_256.sbb_in12k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_256.sbb_in12k) | 67.2M | 15.5G | 256 | True | 640 | 11821 | imagenet-12k | VisionTransformer | vit_betwixt_patch16_reg4_gap_256 | 2024-05-11 | +| [vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_256.sbb2_e200_in12k_ft_in1k) | 60.2M | 15.5G | 256 | True | 640 | 1000 | imagenet-1k | VisionTransformer | vit_betwixt_patch16_reg4_gap_256 | 2024-08-22 | +| [vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k) | 60.2M | 15.5G | 256 | True | 640 | 1000 | imagenet-1k | VisionTransformer | vit_betwixt_patch16_reg4_gap_256 | 2024-05-11 | +| [vit_betwixt_patch16_reg4_gap_256.sbb_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_256.sbb_in1k) | 60.2M | 15.5G | 256 | True | 640 | 1000 | imagenet-1k | VisionTransformer | vit_betwixt_patch16_reg4_gap_256 | 2024-05-11 | +| [vit_betwixt_patch16_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg1_gap_256.sbb_in1k) | 60.2M | 15.3G | 256 | True | 640 | 1000 | imagenet-1k | VisionTransformer | vit_betwixt_patch16_reg1_gap_256 | 2024-05-11 | +| [vit_base_patch32_clip_384.openai_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch32_clip_384.openai_ft_in12k_in1k) | 88.2M | 12.7G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_clip_384 | 2022-11-11 | +| [vit_base_patch32_clip_384.laion2b_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch32_clip_384.laion2b_ft_in12k_in1k) | 88.2M | 12.7G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_clip_384 | 2022-11-06 | +| [vit_base_patch32_384.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch32_384.augreg_in21k_ft_in1k) | 88.2M | 12.7G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_384 | 2022-12-22 | +| [vit_base_patch32_384.augreg_in1k](https://huggingface.co/timm/vit_base_patch32_384.augreg_in1k) | 88.2M | 12.7G | 384 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_384 | 2022-12-22 | +| [deit3_small_patch16_384.fb_in22k_ft_in1k](https://huggingface.co/timm/deit3_small_patch16_384.fb_in22k_ft_in1k) | 22.0M | 12.4G | 384 | True | 384 | 1000 | imagenet-1k | VisionTransformer | deit3_small_patch16_384 | 2023-03-28 | +| [deit3_small_patch16_384.fb_in1k](https://huggingface.co/timm/deit3_small_patch16_384.fb_in1k) | 22.0M | 12.4G | 384 | True | 384 | 1000 | imagenet-1k | VisionTransformer | deit3_small_patch16_384 | 2023-03-28 | +| [vit_small_patch16_384.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_small_patch16_384.augreg_in21k_ft_in1k) | 22.0M | 12.4G | 384 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_patch16_384 | 2022-12-22 | +| [vit_small_patch16_384.augreg_in1k](https://huggingface.co/timm/vit_small_patch16_384.augreg_in1k) | 22.0M | 12.4G | 384 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_patch16_384 | 2022-12-22 | +| [vit_medium_patch16_reg4_gap_256.sbb_in12k](https://huggingface.co/timm/vit_medium_patch16_reg4_gap_256.sbb_in12k) | 44.3M | 9.9G | 256 | True | 512 | 11821 | imagenet-12k | VisionTransformer | vit_medium_patch16_reg4_gap_256 | 2024-05-21 | +| [vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k) | 38.7M | 9.9G | 256 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_medium_patch16_reg4_gap_256 | 2024-05-21 | +| [vit_medium_patch16_reg4_gap_256.sbb_in1k](https://huggingface.co/timm/vit_medium_patch16_reg4_gap_256.sbb_in1k) | 38.7M | 9.9G | 256 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_medium_patch16_reg4_gap_256 | 2024-05-11 | +| [vit_medium_patch16_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_medium_patch16_reg1_gap_256.sbb_in1k) | 38.7M | 9.8G | 256 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_medium_patch16_reg1_gap_256 | 2024-05-11 | +| [vit_medium_patch16_gap_256.sw_in12k_ft_in1k](https://huggingface.co/timm/vit_medium_patch16_gap_256.sw_in12k_ft_in1k) | 38.7M | 9.8G | 256 | True | 512 | 1000 | imagenet-1k | VisionTransformer | vit_medium_patch16_gap_256 | 2022-12-02 | +| [vit_medium_patch16_gap_240.sw_in12k](https://huggingface.co/timm/vit_medium_patch16_gap_240.sw_in12k) | 44.3M | 8.6G | 240 | True | 512 | 11821 | imagenet-12k | VisionTransformer | vit_medium_patch16_gap_240 | 2022-12-01 | +| [deit3_medium_patch16_224.fb_in22k_ft_in1k](https://huggingface.co/timm/deit3_medium_patch16_224.fb_in22k_ft_in1k) | 38.7M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | VisionTransformer | deit3_medium_patch16_224 | 2023-03-28 | +| [deit3_medium_patch16_224.fb_in1k](https://huggingface.co/timm/deit3_medium_patch16_224.fb_in1k) | 38.7M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | VisionTransformer | deit3_medium_patch16_224 | 2023-03-28 | +| [vit_little_patch16_reg4_gap_256.sbb_in1k](https://huggingface.co/timm/vit_little_patch16_reg4_gap_256.sbb_in1k) | 22.4M | 5.7G | 256 | True | 320 | 1000 | imagenet-1k | VisionTransformer | vit_little_patch16_reg4_gap_256 | 2024-05-11 | +| [vit_little_patch16_reg1_gap_256.sbb_in12k](https://huggingface.co/timm/vit_little_patch16_reg1_gap_256.sbb_in12k) | 25.9M | 5.7G | 256 | True | 320 | 11821 | imagenet-12k | VisionTransformer | vit_little_patch16_reg1_gap_256 | 2024-05-28 | +| [vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k) | 22.4M | 5.7G | 256 | True | 320 | 1000 | imagenet-1k | VisionTransformer | vit_little_patch16_reg1_gap_256 | 2024-05-28 | +| [flexivit_small.1200ep_in1k](https://huggingface.co/timm/flexivit_small.1200ep_in1k) | 22.0M | 4.9G | 240 | True | 384 | 1000 | imagenet-1k | VisionTransformer | flexivit_small | 2022-12-22 | +| [flexivit_small.600ep_in1k](https://huggingface.co/timm/flexivit_small.600ep_in1k) | 22.0M | 4.9G | 240 | True | 384 | 1000 | imagenet-1k | VisionTransformer | flexivit_small | 2022-12-22 | +| [flexivit_small.300ep_in1k](https://huggingface.co/timm/flexivit_small.300ep_in1k) | 22.0M | 4.9G | 240 | True | 384 | 1000 | imagenet-1k | VisionTransformer | flexivit_small | 2022-12-22 | +| [vit_base_patch32_224.augreg_in21k](https://huggingface.co/timm/vit_base_patch32_224.augreg_in21k) | 104.2M | 4.4G | 224 | True | 768 | 21843 | imagenet-21k-goog | VisionTransformer | vit_base_patch32_224 | 2022-12-22 | +| [vit_base_patch32_clip_224.openai_ft_in1k](https://huggingface.co/timm/vit_base_patch32_clip_224.openai_ft_in1k) | 88.2M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_clip_224 | 2022-11-10 | +| [vit_base_patch32_clip_224.laion2b_ft_in12k_in1k](https://huggingface.co/timm/vit_base_patch32_clip_224.laion2b_ft_in12k_in1k) | 88.2M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_clip_224 | 2022-11-06 | +| [vit_base_patch32_clip_224.laion2b_ft_in1k](https://huggingface.co/timm/vit_base_patch32_clip_224.laion2b_ft_in1k) | 88.2M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_clip_224 | 2022-11-02 | +| [vit_base_patch32_224.sam_in1k](https://huggingface.co/timm/vit_base_patch32_224.sam_in1k) | 88.2M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_224 | 2022-12-22 | +| [vit_base_patch32_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_base_patch32_224.augreg_in21k_ft_in1k) | 88.2M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_224 | 2022-12-22 | +| [vit_base_patch32_224.augreg_in1k](https://huggingface.co/timm/vit_base_patch32_224.augreg_in1k) | 88.2M | 4.4G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformer | vit_base_patch32_224 | 2022-12-22 | +| [vit_base_patch32_224.orig_in21k](https://huggingface.co/timm/vit_base_patch32_224.orig_in21k) | 87.4M | 4.4G | 224 | False | 768 | 768 | | VisionTransformer | vit_base_patch32_224 | 2023-11-17 | +| [vit_small_patch16_224.augreg_in21k](https://huggingface.co/timm/vit_small_patch16_224.augreg_in21k) | 30.0M | 4.3G | 224 | True | 384 | 21843 | imagenet-21k-goog | VisionTransformer | vit_small_patch16_224 | 2022-12-22 | +| [deit_small_patch16_224.fb_in1k](https://huggingface.co/timm/deit_small_patch16_224.fb_in1k) | 22.0M | 4.2G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformer | deit_small_patch16_224 | 2023-03-28 | +| [deit3_small_patch16_224.fb_in22k_ft_in1k](https://huggingface.co/timm/deit3_small_patch16_224.fb_in22k_ft_in1k) | 22.0M | 4.2G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformer | deit3_small_patch16_224 | 2023-03-28 | +| [deit3_small_patch16_224.fb_in1k](https://huggingface.co/timm/deit3_small_patch16_224.fb_in1k) | 22.0M | 4.2G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformer | deit3_small_patch16_224 | 2023-03-28 | +| [vit_small_patch16_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_small_patch16_224.augreg_in21k_ft_in1k) | 22.0M | 4.2G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_patch16_224 | 2022-12-22 | +| [vit_small_patch16_224.augreg_in1k](https://huggingface.co/timm/vit_small_patch16_224.augreg_in1k) | 22.0M | 4.2G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_patch16_224 | 2022-12-22 | +| [vit_small_patch16_224.dino](https://huggingface.co/timm/vit_small_patch16_224.dino) | 21.6M | 4.2G | 224 | False | 384 | 384 | | VisionTransformer | vit_small_patch16_224 | 2022-12-22 | +| [vit_pwee_patch16_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_pwee_patch16_reg1_gap_256.sbb_in1k) | 15.2M | 3.8G | 256 | True | 256 | 1000 | imagenet-1k | VisionTransformer | vit_pwee_patch16_reg1_gap_256 | 2024-05-11 | +| [vit_wee_patch16_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_wee_patch16_reg1_gap_256.sbb_in1k) | 13.3M | 3.4G | 256 | True | 256 | 1000 | imagenet-1k | VisionTransformer | vit_wee_patch16_reg1_gap_256 | 2024-05-14 | +| [vit_small_patch32_384.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_small_patch32_384.augreg_in21k_ft_in1k) | 22.9M | 3.3G | 384 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_patch32_384 | 2022-12-22 | +| [vit_small_r26_s32_384.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_small_r26_s32_384.augreg_in21k_ft_in1k) | 22.5M | 3.2G | 384 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_r26_s32_384 | 2022-12-23 | +| [vit_tiny_patch16_384.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_tiny_patch16_384.augreg_in21k_ft_in1k) | 5.7M | 3.2G | 384 | True | 192 | 1000 | imagenet-1k | VisionTransformer | vit_tiny_patch16_384 | 2022-12-22 | +| [vit_small_patch32_224.augreg_in21k](https://huggingface.co/timm/vit_small_patch32_224.augreg_in21k) | 30.9M | 1.1G | 224 | True | 384 | 21843 | imagenet-21k-goog | VisionTransformer | vit_small_patch32_224 | 2022-12-22 | +| [vit_small_patch32_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_small_patch32_224.augreg_in21k_ft_in1k) | 22.9M | 1.1G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_patch32_224 | 2022-12-22 | +| [vit_small_r26_s32_224.augreg_in21k](https://huggingface.co/timm/vit_small_r26_s32_224.augreg_in21k) | 30.5M | 1.1G | 224 | True | 384 | 21843 | imagenet-21k-goog | VisionTransformer | vit_small_r26_s32_224 | 2022-12-23 | +| [vit_small_r26_s32_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_small_r26_s32_224.augreg_in21k_ft_in1k) | 22.5M | 1.1G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformer | vit_small_r26_s32_224 | 2022-12-23 | +| [vit_tiny_patch16_224.augreg_in21k](https://huggingface.co/timm/vit_tiny_patch16_224.augreg_in21k) | 9.7M | 1.1G | 224 | True | 192 | 21843 | imagenet-21k-goog | VisionTransformer | vit_tiny_patch16_224 | 2022-12-22 | +| [deit_tiny_patch16_224.fb_in1k](https://huggingface.co/timm/deit_tiny_patch16_224.fb_in1k) | 5.7M | 1.1G | 224 | True | 192 | 1000 | imagenet-1k | VisionTransformer | deit_tiny_patch16_224 | 2023-03-28 | +| [vit_tiny_patch16_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_tiny_patch16_224.augreg_in21k_ft_in1k) | 5.7M | 1.1G | 224 | True | 192 | 1000 | imagenet-1k | VisionTransformer | vit_tiny_patch16_224 | 2022-12-22 | +| [vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_tiny_r_s16_p8_384.augreg_in21k_ft_in1k) | 6.3M | 885.9M | 384 | True | 192 | 1000 | imagenet-1k | VisionTransformer | vit_tiny_r_s16_p8_384 | 2022-12-23 | +| [vit_tiny_r_s16_p8_224.augreg_in21k](https://huggingface.co/timm/vit_tiny_r_s16_p8_224.augreg_in21k) | 10.3M | 309.1M | 224 | True | 192 | 21843 | imagenet-21k-goog | VisionTransformer | vit_tiny_r_s16_p8_224 | 2022-12-23 | +| [vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k](https://huggingface.co/timm/vit_tiny_r_s16_p8_224.augreg_in21k_ft_in1k) | 6.3M | 305.1M | 224 | True | 192 | 1000 | imagenet-1k | VisionTransformer | vit_tiny_r_s16_p8_224 | 2022-12-23 | +| [test_vit3.r160_in1k](https://huggingface.co/timm/test_vit3.r160_in1k) | 918.7K | 77.1M | 160 | True | 96 | 1000 | imagenet-1k | VisionTransformer | test_vit3 | 2024-10-01 | +| [test_vit2.r160_in1k](https://huggingface.co/timm/test_vit2.r160_in1k) | 448.2K | 38.5M | 160 | True | 64 | 1000 | imagenet-1k | VisionTransformer | test_vit2 | 2024-09-22 | +| [test_vit.r160_in1k](https://huggingface.co/timm/test_vit.r160_in1k) | 364.7K | 30.1M | 160 | True | 64 | 1000 | imagenet-1k | VisionTransformer | test_vit | 2024-07-23 | + +## VisionTransformerRelPos + +9 models with model class `VisionTransformerRelPos`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:------------------------|:-------------------------------------|:-------------| +| [vit_relpos_base_patch16_clsgap_224.sw_in1k](https://huggingface.co/timm/vit_relpos_base_patch16_clsgap_224.sw_in1k) | 86.4M | 16.9G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_relpos_base_patch16_clsgap_224 | 2022-12-23 | +| [vit_relpos_base_patch16_224.sw_in1k](https://huggingface.co/timm/vit_relpos_base_patch16_224.sw_in1k) | 86.4M | 16.8G | 224 | True | 768 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_relpos_base_patch16_224 | 2022-12-23 | +| [vit_relpos_base_patch32_plus_rpn_256.sw_in1k](https://huggingface.co/timm/vit_relpos_base_patch32_plus_rpn_256.sw_in1k) | 119.4M | 7.6G | 256 | True | 896 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_relpos_base_patch32_plus_rpn_256 | 2022-12-23 | +| [vit_relpos_medium_patch16_cls_224.sw_in1k](https://huggingface.co/timm/vit_relpos_medium_patch16_cls_224.sw_in1k) | 38.8M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_relpos_medium_patch16_cls_224 | 2022-12-23 | +| [vit_relpos_medium_patch16_rpn_224.sw_in1k](https://huggingface.co/timm/vit_relpos_medium_patch16_rpn_224.sw_in1k) | 38.7M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_relpos_medium_patch16_rpn_224 | 2022-12-23 | +| [vit_relpos_medium_patch16_224.sw_in1k](https://huggingface.co/timm/vit_relpos_medium_patch16_224.sw_in1k) | 38.7M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_relpos_medium_patch16_224 | 2022-12-23 | +| [vit_srelpos_medium_patch16_224.sw_in1k](https://huggingface.co/timm/vit_srelpos_medium_patch16_224.sw_in1k) | 38.7M | 7.5G | 224 | True | 512 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_srelpos_medium_patch16_224 | 2022-12-23 | +| [vit_relpos_small_patch16_224.sw_in1k](https://huggingface.co/timm/vit_relpos_small_patch16_224.sw_in1k) | 22.0M | 4.2G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_relpos_small_patch16_224 | 2022-12-23 | +| [vit_srelpos_small_patch16_224.sw_in1k](https://huggingface.co/timm/vit_srelpos_small_patch16_224.sw_in1k) | 22.0M | 4.2G | 224 | True | 384 | 1000 | imagenet-1k | VisionTransformerRelPos | vit_srelpos_small_patch16_224 | 2022-12-23 | + +## VovNet + +3 models with model class `VovNet`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:---------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:-----------------|:-------------| +| [ese_vovnet57b.ra4_e3600_r256_in1k](https://huggingface.co/timm/ese_vovnet57b.ra4_e3600_r256_in1k) | 38.6M | 11.7G | 256 | True | 1024 | 1000 | imagenet-1k | VovNet | ese_vovnet57b | 2025-01-17 | +| [ese_vovnet39b.ra_in1k](https://huggingface.co/timm/ese_vovnet39b.ra_in1k) | 24.5M | 7.1G | 224 | True | 1024 | 1000 | imagenet-1k | VovNet | ese_vovnet39b | 2023-04-22 | +| [ese_vovnet19b_dw.ra_in1k](https://huggingface.co/timm/ese_vovnet19b_dw.ra_in1k) | 6.5M | 1.3G | 224 | True | 1024 | 1000 | imagenet-1k | VovNet | ese_vovnet19b_dw | 2023-04-22 | + +## XceptionAligned + +6 models with model class `XceptionAligned`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:----------------|:---------------|:-------------| +| [xception71.tf_in1k](https://huggingface.co/timm/xception71.tf_in1k) | 42.3M | 18.2G | 299 | True | 2048 | 1000 | imagenet-1k | XceptionAligned | xception71 | 2023-04-22 | +| [xception65.tf_in1k](https://huggingface.co/timm/xception65.tf_in1k) | 39.9M | 14.0G | 299 | True | 2048 | 1000 | imagenet-1k | XceptionAligned | xception65 | 2023-04-22 | +| [xception65.ra3_in1k](https://huggingface.co/timm/xception65.ra3_in1k) | 39.9M | 14.0G | 299 | True | 2048 | 1000 | imagenet-1k | XceptionAligned | xception65 | 2023-04-22 | +| [xception65p.ra3_in1k](https://huggingface.co/timm/xception65p.ra3_in1k) | 39.7M | 13.9G | 299 | True | 2048 | 1000 | imagenet-1k | XceptionAligned | xception65p | 2023-04-22 | +| [xception41.tf_in1k](https://huggingface.co/timm/xception41.tf_in1k) | 27.0M | 9.3G | 299 | True | 2048 | 1000 | imagenet-1k | XceptionAligned | xception41 | 2023-04-22 | +| [xception41p.ra3_in1k](https://huggingface.co/timm/xception41p.ra3_in1k) | 26.9M | 9.2G | 299 | True | 2048 | 1000 | imagenet-1k | XceptionAligned | xception41p | 2023-04-22 | + +## Xcit + +42 models with model class `Xcit`. + +| Name | Params | Flops | Input Size | Can Classify | Features | Classes | Dataset | Model | Architecture | Created At | +|:-------------------------------------------------------------------------------------------------------|:---------|:--------|-------------:|:---------------|-----------:|----------:|:------------|:--------|:-----------------------|:-------------| +| [xcit_large_24_p8_384.fb_dist_in1k](https://huggingface.co/timm/xcit_large_24_p8_384.fb_dist_in1k) | 188.9M | 410.9G | 384 | True | 768 | 1000 | imagenet-1k | Xcit | xcit_large_24_p8_384 | 2023-04-13 | +| [xcit_medium_24_p8_384.fb_dist_in1k](https://huggingface.co/timm/xcit_medium_24_p8_384.fb_dist_in1k) | 84.3M | 183.0G | 384 | True | 512 | 1000 | imagenet-1k | Xcit | xcit_medium_24_p8_384 | 2023-04-13 | +| [xcit_large_24_p8_224.fb_in1k](https://huggingface.co/timm/xcit_large_24_p8_224.fb_in1k) | 188.9M | 139.8G | 224 | True | 768 | 1000 | imagenet-1k | Xcit | xcit_large_24_p8_224 | 2023-04-13 | +| [xcit_large_24_p8_224.fb_dist_in1k](https://huggingface.co/timm/xcit_large_24_p8_224.fb_dist_in1k) | 188.9M | 139.8G | 224 | True | 768 | 1000 | imagenet-1k | Xcit | xcit_large_24_p8_224 | 2023-04-13 | +| [xcit_large_24_p16_384.fb_dist_in1k](https://huggingface.co/timm/xcit_large_24_p16_384.fb_dist_in1k) | 189.0M | 104.3G | 384 | True | 768 | 1000 | imagenet-1k | Xcit | xcit_large_24_p16_384 | 2023-04-13 | +| [xcit_small_24_p8_384.fb_dist_in1k](https://huggingface.co/timm/xcit_small_24_p8_384.fb_dist_in1k) | 47.6M | 103.2G | 384 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_24_p8_384 | 2023-04-13 | +| [xcit_medium_24_p8_224.fb_in1k](https://huggingface.co/timm/xcit_medium_24_p8_224.fb_in1k) | 84.3M | 62.3G | 224 | True | 512 | 1000 | imagenet-1k | Xcit | xcit_medium_24_p8_224 | 2023-04-13 | +| [xcit_medium_24_p8_224.fb_dist_in1k](https://huggingface.co/timm/xcit_medium_24_p8_224.fb_dist_in1k) | 84.3M | 62.3G | 224 | True | 512 | 1000 | imagenet-1k | Xcit | xcit_medium_24_p8_224 | 2023-04-13 | +| [xcit_small_12_p8_384.fb_dist_in1k](https://huggingface.co/timm/xcit_small_12_p8_384.fb_dist_in1k) | 26.2M | 53.9G | 384 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_12_p8_384 | 2023-04-13 | +| [xcit_medium_24_p16_384.fb_dist_in1k](https://huggingface.co/timm/xcit_medium_24_p16_384.fb_dist_in1k) | 84.4M | 46.5G | 384 | True | 512 | 1000 | imagenet-1k | Xcit | xcit_medium_24_p16_384 | 2023-04-13 | +| [xcit_large_24_p16_224.fb_in1k](https://huggingface.co/timm/xcit_large_24_p16_224.fb_in1k) | 189.0M | 35.5G | 224 | True | 768 | 1000 | imagenet-1k | Xcit | xcit_large_24_p16_224 | 2023-04-13 | +| [xcit_large_24_p16_224.fb_dist_in1k](https://huggingface.co/timm/xcit_large_24_p16_224.fb_dist_in1k) | 189.0M | 35.5G | 224 | True | 768 | 1000 | imagenet-1k | Xcit | xcit_large_24_p16_224 | 2023-04-13 | +| [xcit_small_24_p8_224.fb_in1k](https://huggingface.co/timm/xcit_small_24_p8_224.fb_in1k) | 47.6M | 35.1G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_24_p8_224 | 2023-04-13 | +| [xcit_small_24_p8_224.fb_dist_in1k](https://huggingface.co/timm/xcit_small_24_p8_224.fb_dist_in1k) | 47.6M | 35.1G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_24_p8_224 | 2023-04-13 | +| [xcit_small_24_p16_384.fb_dist_in1k](https://huggingface.co/timm/xcit_small_24_p16_384.fb_dist_in1k) | 47.6M | 26.2G | 384 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_24_p16_384 | 2023-04-13 | +| [xcit_tiny_24_p8_384.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_24_p8_384.fb_dist_in1k) | 12.1M | 26.0G | 384 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_24_p8_384 | 2023-04-13 | +| [xcit_small_12_p8_224.fb_in1k](https://huggingface.co/timm/xcit_small_12_p8_224.fb_in1k) | 26.2M | 18.3G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_12_p8_224 | 2023-04-13 | +| [xcit_small_12_p8_224.fb_dist_in1k](https://huggingface.co/timm/xcit_small_12_p8_224.fb_dist_in1k) | 26.2M | 18.3G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_12_p8_224 | 2023-04-13 | +| [xcit_medium_24_p16_224.fb_in1k](https://huggingface.co/timm/xcit_medium_24_p16_224.fb_in1k) | 84.4M | 15.8G | 224 | True | 512 | 1000 | imagenet-1k | Xcit | xcit_medium_24_p16_224 | 2023-04-13 | +| [xcit_medium_24_p16_224.fb_dist_in1k](https://huggingface.co/timm/xcit_medium_24_p16_224.fb_dist_in1k) | 84.4M | 15.8G | 224 | True | 512 | 1000 | imagenet-1k | Xcit | xcit_medium_24_p16_224 | 2023-04-13 | +| [xcit_small_12_p16_384.fb_dist_in1k](https://huggingface.co/timm/xcit_small_12_p16_384.fb_dist_in1k) | 26.2M | 13.9G | 384 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_12_p16_384 | 2023-04-13 | +| [xcit_tiny_12_p8_384.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_12_p8_384.fb_dist_in1k) | 6.7M | 13.6G | 384 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_12_p8_384 | 2023-04-13 | +| [xcit_small_24_p16_224.fb_in1k](https://huggingface.co/timm/xcit_small_24_p16_224.fb_in1k) | 47.6M | 8.9G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_24_p16_224 | 2023-04-13 | +| [xcit_small_24_p16_224.fb_dist_in1k](https://huggingface.co/timm/xcit_small_24_p16_224.fb_dist_in1k) | 47.6M | 8.9G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_24_p16_224 | 2023-04-13 | +| [xcit_tiny_24_p8_224.fb_in1k](https://huggingface.co/timm/xcit_tiny_24_p8_224.fb_in1k) | 12.1M | 8.9G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_24_p8_224 | 2023-04-13 | +| [xcit_tiny_24_p8_224.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_24_p8_224.fb_dist_in1k) | 12.1M | 8.9G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_24_p8_224 | 2023-04-13 | +| [xcit_tiny_24_p16_384.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_24_p16_384.fb_dist_in1k) | 12.1M | 6.6G | 384 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_24_p16_384 | 2023-04-13 | +| [xcit_nano_12_p8_384.fb_dist_in1k](https://huggingface.co/timm/xcit_nano_12_p8_384.fb_dist_in1k) | 3.0M | 6.1G | 384 | True | 128 | 1000 | imagenet-1k | Xcit | xcit_nano_12_p8_384 | 2023-04-13 | +| [xcit_small_12_p16_224.fb_in1k](https://huggingface.co/timm/xcit_small_12_p16_224.fb_in1k) | 26.2M | 4.7G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_12_p16_224 | 2023-04-13 | +| [xcit_small_12_p16_224.fb_dist_in1k](https://huggingface.co/timm/xcit_small_12_p16_224.fb_dist_in1k) | 26.2M | 4.7G | 224 | True | 384 | 1000 | imagenet-1k | Xcit | xcit_small_12_p16_224 | 2023-04-13 | +| [xcit_tiny_12_p8_224.fb_in1k](https://huggingface.co/timm/xcit_tiny_12_p8_224.fb_in1k) | 6.7M | 4.6G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_12_p8_224 | 2023-04-13 | +| [xcit_tiny_12_p8_224.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_12_p8_224.fb_dist_in1k) | 6.7M | 4.6G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_12_p8_224 | 2023-04-13 | +| [xcit_tiny_12_p16_384.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_12_p16_384.fb_dist_in1k) | 6.7M | 3.5G | 384 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_12_p16_384 | 2023-04-13 | +| [xcit_tiny_24_p16_224.fb_in1k](https://huggingface.co/timm/xcit_tiny_24_p16_224.fb_in1k) | 12.1M | 2.3G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_24_p16_224 | 2023-04-13 | +| [xcit_tiny_24_p16_224.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_24_p16_224.fb_dist_in1k) | 12.1M | 2.3G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_24_p16_224 | 2023-04-13 | +| [xcit_nano_12_p8_224.fb_in1k](https://huggingface.co/timm/xcit_nano_12_p8_224.fb_in1k) | 3.0M | 2.1G | 224 | True | 128 | 1000 | imagenet-1k | Xcit | xcit_nano_12_p8_224 | 2023-04-13 | +| [xcit_nano_12_p8_224.fb_dist_in1k](https://huggingface.co/timm/xcit_nano_12_p8_224.fb_dist_in1k) | 3.0M | 2.1G | 224 | True | 128 | 1000 | imagenet-1k | Xcit | xcit_nano_12_p8_224 | 2023-04-13 | +| [xcit_nano_12_p16_384.fb_dist_in1k](https://huggingface.co/timm/xcit_nano_12_p16_384.fb_dist_in1k) | 3.0M | 1.6G | 384 | True | 128 | 1000 | imagenet-1k | Xcit | xcit_nano_12_p16_384 | 2023-04-13 | +| [xcit_tiny_12_p16_224.fb_in1k](https://huggingface.co/timm/xcit_tiny_12_p16_224.fb_in1k) | 6.7M | 1.2G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_12_p16_224 | 2023-04-13 | +| [xcit_tiny_12_p16_224.fb_dist_in1k](https://huggingface.co/timm/xcit_tiny_12_p16_224.fb_dist_in1k) | 6.7M | 1.2G | 224 | True | 192 | 1000 | imagenet-1k | Xcit | xcit_tiny_12_p16_224 | 2023-04-13 | +| [xcit_nano_12_p16_224.fb_in1k](https://huggingface.co/timm/xcit_nano_12_p16_224.fb_in1k) | 3.0M | 538.2M | 224 | True | 128 | 1000 | imagenet-1k | Xcit | xcit_nano_12_p16_224 | 2023-04-13 | +| [xcit_nano_12_p16_224.fb_dist_in1k](https://huggingface.co/timm/xcit_nano_12_p16_224.fb_dist_in1k) | 3.0M | 538.2M | 224 | True | 128 | 1000 | imagenet-1k | Xcit | xcit_nano_12_p16_224 | 2023-04-13 | +