Object Detection on PASCALRAW Low Exposure PAS.LOW
90.83mAP@50RAWild
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RAWildBackbone=Swin-Transformer2026.05 | 90.83 | 74.06 | |
| RAWildBackbone=ResNet-502026.05 | 89.1 | 73.3 | |
| AdaptiveISPBackbone=ResNet-502026.05 | 88.71 | 72.93 | |
| Dr.RAWBackbone=ResNet-502026.05 | 88.65 | 73.05 | |
| Dr.RAWBackbone=Swin-Transformer2026.05 | 88.14 | 71.83 | |
| ReconfigISPBackbone=Swin-Transformer2026.05 | 88.03 | 69.99 | |
| RAW-AdapterBackbone=Swin-Transformer2026.05 | 87.27 | 71.21 | |
| RAW-AdapterBackbone=ResNet-502026.05 | 86.47 | 69.35 | |
| DefaultISPBackbone=Swin-Transformer2026.05 | 85.81 | 71.56 | |
| ReconfigISPBackbone=ResNet-502026.05 | 85.62 | 66.62 | |
| Default-ISPBackbone=ResNet-502026.05 | 83.9 | 66.76 | |
| AdaptiveISPBackbone=Swin-Transformer2026.05 | 78.3 | 55.16 | |
| Linear-RAWBackbone=ResNet-502026.05 | 76.68 | 57.93 | |
| Dark-ISPBackbone=Swin-Transformer2026.05 | 72.33 | 48.52 | |
| Dark-ISPBackbone=ResNet-502026.05 | 71.39 | 46.63 | |
| Linear-RAWBackbone=Swin-Transformer2026.05 | 55.17 | 33.36 |