Object Detection on ROD
55.41mAP@50RAWild
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RAWildBackbone=ResNet-502026.05 | 55.41 | 37.52 | |
| RAWildBackbone=Swin-Transformer2026.05 | 51.91 | 34.67 | |
| Dark-ISPBackbone=Swin-Transformer2026.05 | 50.39 | 32.73 | |
| Dr.RAWBackbone=Swin-Transformer2026.05 | 49.33 | 31.92 | |
| DefaultISPBackbone=Swin-Transformer2026.05 | 48.85 | 31.19 | |
| Dr.RAWBackbone=ResNet-502026.05 | 47.2 | 31.6 | |
| AdaptiveISPBackbone=Swin-Transformer2026.05 | 44.4 | 27.11 | |
| RAW-AdapterBackbone=Swin-Transformer2026.05 | 43.86 | 28.69 | |
| AdaptiveISPBackbone=ResNet-502026.05 | 43.79 | 28.48 | |
| Default-ISPBackbone=ResNet-502026.05 | 41.78 | 27.09 | |
| Dark-ISPBackbone=ResNet-502026.05 | 40.9 | 27.1 | |
| ReconfigISPBackbone=Swin-Transformer2026.05 | 40.51 | 25.27 | |
| RAW-AdapterBackbone=ResNet-502026.05 | 39.5 | 25.6 | |
| ReconfigISPBackbone=ResNet-502026.05 | 34.36 | 21.37 | |
| Linear-RAWBackbone=Swin-Transformer2026.05 | 32.51 | 21.2 | |
| Linear-RAWBackbone=ResNet-502026.05 | 30.41 | 19.63 |