Object Detection on AODRAW
43.94mAP@50RAWild
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RAWildBackbone=Swin-Transformer2026.05 | 43.94 | 32.63 | |
| AdaptiveISPBackbone=Swin-Transformer2026.05 | 36.61 | 24.71 | |
| Dr.RAWBackbone=ResNet-502026.05 | 36.3 | 23.1 | |
| RAWildBackbone=ResNet-502026.05 | 36.23 | 23.11 | |
| DefaultISPBackbone=Swin-Transformer2026.05 | 34.28 | 23.08 | |
| Dark-ISPBackbone=Swin-Transformer2026.05 | 33.98 | 22.33 | |
| AdaptiveISPBackbone=ResNet-502026.05 | 33.82 | 21.31 | |
| Dr.RAWBackbone=Swin-Transformer2026.05 | 32.68 | 21.6 | |
| Default-ISPBackbone=ResNet-502026.05 | 32.41 | 20.63 | |
| Dark-ISPBackbone=ResNet-502026.05 | 32.4 | 20.6 | |
| RAW-AdapterBackbone=Swin-Transformer2026.05 | 30.35 | 19.85 | |
| ReconfigISPBackbone=Swin-Transformer2026.05 | 29.77 | 19.66 | |
| RAW-AdapterBackbone=ResNet-502026.05 | 29.34 | 18.78 | |
| ReconfigISPBackbone=ResNet-502026.05 | 28.96 | 17.63 | |
| Linear-RAWBackbone=ResNet-502026.05 | 23.01 | 14.85 | |
| Linear-RAWBackbone=Swin-Transformer2026.05 | 12.41 | 7.68 |