| SwiftFormer | Attn + Conv | Supervised | True | False | 2023-07-25 | link | link |
| InceptionNeXt | Convolution | Supervised | True | False | 2025-04-05 | link | link |
| LightViT | Attention | Supervised | True | False | 2022-07-12 | link | link |
| CETNet | Attn + Conv | Supervised | True | False | 2022-08-01 | link | link |
| CE-CvT | Attn + Conv | Supervised | True | False | 2022-08-01 | link | link |
| CE-PVT | Attn + Conv | Supervised | True | False | 2022-08-01 | link | link |
| CE-Swin | Attn + Conv | Supervised | True | False | 2022-08-01 | link | link |
| CE-CSWin | Attn + Conv | Supervised | True | False | 2022-08-01 | link | link |
| InceptionNeXt (iso.) | Convolution | Supervised | False | False | 2025-04-05 | link | link |
| CloFormer | Attn + Conv | Supervised | True | False | 2023-06-01 | link | link |
| LaViT | Attention | Supervised | True | False | 2024-06-01 | link | link |
| RepNeXt | Convolution | Supervised | True | False | 2024-07-20 | link | link |
| WTConvNeXt | Convolution | Supervised | True | False | 2024-07-15 | link | link |
| L2ViT | Attn + Conv | Supervised | True | False | 2025-01-27 | link | link |
| LSNet | Attn + Conv | Supervised | True | False | 2025-03-29 | link | link |
| TransNeXt | Attn + Conv | Supervised | True | False | 2023-11-28 | link | link |
| ConvNeXt | Convolution | Supervised | True | False | 2022-01-10 | link | link |
| Swin | Attention | Supervised | True | False | 2021-03-25 | link | link |
| DeiT III | Attention | Supervised | False | False | 2022-04-14 | link | link |
| ResNet (RSB) | Convolution | Supervised | True | False | 2021-10-01 | link | link |
| ConvNeXt V2 | Convolution | FCMAE | True | False | 2023-01-02 | link | link |
| Hiera | Attention | MAE | True | False | 2023-06-01 | link | link |
| InternImage | Convolution | Supervised | True | False | 2022-11-11 | link | link |
| CSWin | Attention | Supervised | True | False | 2021-07-01 | link | link |
| IdentityFormer | Identity | Supervised | True | False | 2022-10-24 | link | link |
| RandFormer | Random | Supervised | True | False | 2022-10-24 | link | link |
| CAFormer | Attn + Conv | Supervised | True | False | 2022-10-24 | link | link |
| ConvFormer | Convolution | Supervised | True | False | 2022-10-24 | link | link |
| V2M | State Space Model | Supervised | False | False | 2024-10-14 | link | link |
| FocalNet | Convolution | Supervised | True | False | 2022-03-22 | link | link |
| V2M + local window | State Space Model | Supervised | False | False | 2024-10-14 | link | link |
| V2M* | State Space Model | Supervised | True | False | 2024-10-14 | link | link |
| MaxViT | Attn + Conv | Supervised | True | False | 2022-04-22 | link | link |
| MogaNet | Convolution | Supervised | True | False | 2024-02-16 | link | link |
| CoAtNet | Attn + Conv | Supervised | True | False | 2021-06-09 | link | link |
| VMamba | State Space Model | Supervised | True | False | 2024-01-18 | link | link |
| UniRepLKNet | Convolution | Supervised | True | False | 2023-11-27 | link | link |
| SLaK | Convolution | Supervised | True | False | 2023-03-03 | link | link |
| RepLKNet | Convolution | Supervised | True | False | 2022-04-02 | link | link |
| BiFormer | Attention | Supervised | True | False | 2023-03-15 | link | link |
| MambaOut | Convolution | Supervised | True | False | 2024-05-20 | link | link |
| GroupMamba | State Space Model | Supervised | True | False | 2024-03-28 | link | link |
| Vim | State Space Model | Supervised | False | False | 2024-02-29 | link | link |
| Hier-Vim | State Space Model | Supervised | True | False | 2024-02-29 | link | link |
| PlainMamba | State Space Model | Supervised | False | False | 2024-08-15 | link | link |
| LocalVim | State Space Model | Supervised | False | False | 2024-03-14 | link | link |
| LocalVMamba | State Space Model | Supervised | True | False | 2024-03-14 | link | link |
| EfficientVMamba | State Space Model | Supervised | True | False | 2024-03-15 | link | link |
| DAMamba | State Space Model | Supervised | True | False | 2025-02-18 | link | link |
| VSSD | State Space Model | Supervised | True | False | 2024-08-04 | link | link |
| RMT | Attn + Conv | Supervised | True | False | 2023-09-20 | link | link |
| DAT++ | Attn + Conv | Supervised | True | False | 2023-09-04 | link | link |
| FAN | Attention | Supervised | True | False | 2022-07-17 | link | link |
| DAT | Attn + Conv | Supervised | True | False | 2022-05-24 | link | link |
| NAT | Attention | Supervised | True | False | 2022-04-15 | link | link |
| SSViT | Attention | Supervised | True | False | 2024-05-22 | link | link |
| Iwin Transformer | Attn + Conv | Supervised | True | False | 2025-07-24 | link | link |
| MA ViT | Attention | Supervised | True | False | 2025-08-02 | link | link |
| VCMamba | Conv + SSM | Supervised | True | False | 2025-09-04 | link | link |
| SpaRTAN | Convolution | Supervised | True | False | 2025-07-15 | link | link |
| UniConvNet | Convolution | Supervised | True | False | 2025-08-12 | link | link |
| RecNeXt | Convolution | Supervised | True | False | 2024-12-27 | link | link |
| FractalMamba++ | State Space Model | Supervised | True | False | 2025-08-13 | link | link |
| InceptionMamba | Conv + SSM | Supervised | True | False | 2025-07-24 | link | link |
| CoCA ViT | Attn + Conv | Supervised | True | False | 2025-08-07 | link | link |
| HybridNet | Conv + SSM | Supervised | True | False | 2025-05-23 | link | link |
| S2AFormer | Attn + Conv | Supervised | True | False | 2025-05-28 | link | link |
| VMINet | Attention | Supervised | True | False | 2025-01-03 | link | link |
| Mamba-Adaptor | State Space Model | Supervised | True | False | 2025-05-19 | link | link |
| AnchorFormer | Attention | Supervised | True | False | 2025-06-18 | link | link |
| UniNeXt | Attention | Supervised | True | False | 2023-04-26 | link | link |
| SDT-V1+SCA | Attention | Supervised | False | True | 2026-10-01 | link | link |
| QKFormer+SCA | Attention | Supervised | True | True | 2026-10-01 | link | link |
| A2Mamba | Attn + SSM | Supervised | True | False | 2025-07-22 | link | link |
| SDT-V3+SCA | Attn + Conv | Supervised | True | True | 2026-10-01 | link | link |
| ResT | Attention | Supervised | True | False | 2021-10-14 | link | link |
| ConvNeXt-dcls | Convolution | Supervised | True | False | 2023-05-11 | link | link |
| Pale | Attn + Conv | Supervised | True | False | 2021-12-28 | link | link |
| Win | Attn + Conv | Supervised | True | False | 2022-11-25 | link | link |
| EViT | Attn + Conv | Supervised | True | False | 2024-11-06 | link | link |
| TransXNet | Attn + Conv | Supervised | True | False | 2025-03-31 | link | link |
| VBB | Attn + Conv | Supervised | True | False | 2023-11-10 | link | link |
| FaViT | Attention | Supervised | True | False | 2023-12-14 | link | link |
| FViT | Convolution | Supervised | True | False | 2025-01-21 | link | link |
| DeBiFormer | Attn + Conv | Supervised | True | False | 2024-10-11 | link | link |
| SKAFormer | Attn + Conv | Supervised | True | False | 2024-12-09 | link | link |
| CSKAFormer | Attn + Conv | Supervised | True | False | 2024-12-09 | link | link |
| SepViT | Attention | Supervised | True | False | 2023-06-15 | link | link |
| SW | Convolution | Supervised | True | False | 2025-03-13 | link | link |
| iFormer | Attn + Conv | Supervised | True | False | 2022-05-26 | link | link |
| LinGlo | Attn + Conv | Supervised | True | False | 2022-07-04 | link | link |
| STViT | Attn + Conv | Supervised | True | False | 2024-01-25 | link | link |
| FST | Attention | Supervised | False | False | 2026-09-29 | link | link |
| E-SpikeFormer+Adaptive PT-SSA | Attn + Conv | Supervised | True | True | 2026-10-02 | link | link |
| FlashSwin | Attention | Supervised | True | False | 2026-10-03 | link | link |
| FlyVision | Convolution | Supervised | True | False | 2026-10-06 | link | link |
| FMViT | Attn + Conv | Supervised | True | False | 2023-11-09 | link | link |
| P2T | Attn + Conv | Supervised | True | False | 2022-08-31 | link | link |
| CMT | Attn + Conv | Supervised | True | False | 2022-06-14 | link | link |
| TinyViM | Conv + SSM | Supervised | True | False | 2024-11-26 | link | link |
| MVFormer | Convolution | Supervised | True | False | 2024-11-28 | link | link |
| iFormer (Mobile) | Attn + Conv | Supervised | True | False | 2025-02-17 | link | link |
| FAT | Attn + Conv | Supervised | True | False | 2025-02-27 | link | link |
| RepViT | Convolution | Supervised | True | False | 2024-03-14 | link | link |
| GG | Attn + Conv | Supervised | True | False | 2021-06-04 | link | link |
| Shuffle | Attn + Conv | Supervised | True | False | 2021-06-07 | link | link |
| LocalViT | Attn + Conv | Supervised | False | False | 2025-02-12 | link | link |
| LocalViT-T2T | Attn + Conv | Supervised | False | False | 2025-02-12 | link | link |
| LocalViT-TNT | Attn + Conv | Supervised | False | False | 2025-02-12 | link | link |
| LocalViT-PVT | Attn + Conv | Supervised | True | False | 2025-02-12 | link | link |
| LocalViT-Swin | Attn + Conv | Supervised | True | False | 2025-02-12 | link | link |
| HAT-Net | Attn + Conv | Supervised | True | False | 2024-03-26 | link | link |
| GSAP | Convolution | Supervised | False | False | 2026-09-22 | link | link |
| MSVMamba | Conv + SSM | Supervised | True | False | 2024-05-23 | link | link |
| Mamba-R | State Space Model | Supervised | False | False | 2025-05-30 | link | link |
| PPMA | Attn + Conv | Supervised | True | False | 2025-06-19 | link | link |
| Spikformer+k-WTA Router | Attention | Supervised | False | True | 2026-10-01 | link | link |
| SD-Transformer+k-WTA Router | Attention | Supervised | False | True | 2026-10-01 | link | link |
| Spikingformer+k-WTA Router | Attention | Supervised | False | True | 2026-10-01 | link | link |
| uViT | Attention | Supervised | False | False | 2026-10-07 | link | link |