| Method | Backbone | Augementation | val mAP 50 |
|---|---|---|---|
| Faster-RCNN | Resnet50 | x | 0.401 |
| Faster-RCNN | Resnext 50 | x | 0.423 |
| Faster-RCNN | Swin-t | x | 0.521 |
| Cascade-RCNN | Resnet50 | x | 0.429 |
| Cascade-RCNN | Resnext101 | x | 0.524 |
| Cascade-RCNN | Resnext101 | Multiscale, tta | 0.503 |
| DetectoRS, Cascade-RCNN | Resnet50 | x | 0.538 |
| DetectoRS, Cascade-RCNN | Resnet50 | multiscale, tta | 0.509 |
| Autoassign | Resnet50 | x | 0.495 |
| Autoassign | Resnext101 | multiscale, tta | 0.612 |