Object Detection on PASCALRAW Normal
89.8mAPUniISP(w/o F)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-502026.05 | 89.8 | — | — | |
| UniISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 89.8 | — | — | |
| Dirty-PixelDetector=RetinaNet, Backbone=ResNet-502026.05 | 89.7 | — | — | |
| RAW-AdapterDetector=RetinaNet, Backbone=ResNet-502026.05 | 89.7 | — | — | |
| UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-502026.05 | 89.7 | — | — | |
| Default ISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 89.6 | — | — | |
| Karaimer et al.Detector=RetinaNet, Backbone=ResNet-502026.05 | 89.4 | — | — | |
| DemosaicingDetector=RetinaNet, Backbone=ResNet-502026.05 | 89.2 | — | — | |
| UniISPDetector=RetinaNet, Backbone=ResNet-182026.05 | 89.1 | — | — | |
| UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-182026.05 | 89 | — | — | |
| RAW-AdapterDetector=RetinaNet, Backbone=ResNet-182026.05 | 88.7 | — | — | |
| UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-182026.05 | 88.7 | — | — | |
| Dirty-PixelDetector=RetinaNet, Backbone=ResNet-182026.05 | 88.6 | — | — | |
| LiteISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 88.5 | — | — | |
| Default ISPDetector=RetinaNet, Backbone=ResNet-182026.05 | 88.3 | — | — | |
| Karaimer et al.Detector=RetinaNet, Backbone=ResNet-182026.05 | 88.1 | — | — | |
| DemosaicingDetector=RetinaNet, Backbone=ResNet-182026.05 | 87.7 | — | — | |
| InvISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 87.6 | — | — | |
| InvISPDetector=RetinaNet, Backbone=ResNet-182026.05 | 85.4 | — | — | |
| LiteISPDetector=RetinaNet, Backbone=ResNet-182026.05 | 85.2 | — | — | |
| AdaptiveISPBackbone=ResNet-502026.05 | — | 0.9014 | — | |
| AdaptiveISPBackbone=Swin-Transformer2026.05 | — | 0.8704 | 0.7239 | |
| Dark-ISPBackbone=ResNet-502026.05 | — | 0.894 | 0.755 | |
| Dark-ISPBackbone=Swin-Transformer2026.05 | — | 0.901 | 0.7672 | |
| Default-ISPBackbone=ResNet-502026.05 | — | 0.8959 | 0.7328 | |
| DefaultISPBackbone=Swin-Transformer2026.05 | — | 0.9023 | 0.7769 | |
| Dr.RAWBackbone=ResNet-502026.05 | — | 0.8983 | 0.7639 | |
| Dr.RAWBackbone=Swin-Transformer2026.05 | — | 0.8986 | 0.7591 | |
| Linear-RAWBackbone=ResNet-502026.05 | — | 0.8661 | 0.7273 | |
| Linear-RAWBackbone=Swin-Transformer2026.05 | — | 0.8707 | 0.6882 | |
| RAW-AdapterBackbone=ResNet-502026.05 | — | 0.8942 | 0.727 | |
| RAW-AdapterBackbone=Swin-Transformer2026.05 | — | 0.9017 | 0.7869 | |
| RAWildBackbone=ResNet-502026.05 | — | 0.902 | 0.769 | |
| RAWildBackbone=Swin-Transformer2026.05 | — | 0.9342 | 0.7792 | |
| ReconfigISPBackbone=ResNet-502026.05 | — | 0.8949 | 0.7286 | |
| ReconfigISPBackbone=Swin-Transformer2026.05 | — | 0.8946 | 0.7165 |