| Model | Paras(M) | Top1(%) | Download |
|---|---|---|---|
| CAS-ViT-XS | 3.20 | 78.3/78.7 | Google Drive/Google Drive |
| CAS-ViT-S | 5.76 | 80.9/81.1 | Google Drive/Google Drive |
| CAS-ViT-M | 12.42 | 82.8/83.0 | Google Drive/Google Drive |
| CAS-ViT-T | 21.76 | 83.9/84.1 | Google Drive/Google Drive |
| Model | Backbone | box AP | mask AP | Config | Download |
|---|---|---|---|---|---|
| RetinaNet | CAS-ViT-XS | 36.5 | - | Config | Google Drive |
| RetinaNet | CAS-ViT-S | 38.6 | - | Config | Google Drive |
| RetinaNet | CAS-ViT-M | 40.9 | - | Config | Google Drive |
| RetinaNet | CAS-ViT-T | 41.9 | - | Config | Google Drive |
| Mask R-CNN | CAS-ViT-XS | 37.4 | 34.9 | Config | Google Drive |
| Mask R-CNN | CAS-ViT-S | 39.8 | 36.7 | Config | Google Drive |
| Mask R-CNN | CAS-ViT-M | 42.3 | 38.9 | Config | Google Drive |
| Mask R-CNN | CAS-ViT-T | 43.5 | 39.6 | Config | Google Drive |
| Model | Backbone | mIoU | Config | Download |
|---|---|---|---|---|
| Semantic FPN | CAS-ViT-XS | 37.1 | Config | Google Drive |
| Semantic FPN | CAS-ViT-S | 41.3 | Config | Google Drive |
| Semantic FPN | CAS-ViT-M | 43.6 | Config | Google Drive |
| Semantic FPN | CAS-ViT-T | 45.0 | Config | Google Drive |