Object Detection on PASCAL RAW (Dark)
88mAPUniISP
Evaluation Results
| Method | Links | |
|---|---|---|
| UniISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 88 | |
| UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-502026.05 | 86.8 | |
| RAW-AdapterDetector=RetinaNet, Backbone=ResNet-502026.05 | 86.6 | |
| UniISPDetector=RetinaNet, Backbone=ResNet-182026.05 | 85.2 | |
| UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-182026.05 | 83.7 | |
| Dirty-PixelDetector=RetinaNet, Backbone=ResNet-502026.05 | 83.6 | |
| DNFDetector=RetinaNet, Backbone=ResNet-502026.05 | 82.8 | |
| DemosaicingDetector=RetinaNet, Backbone=ResNet-502026.05 | 82.6 | |
| RAW-AdapterDetector=RetinaNet, Backbone=ResNet-182026.05 | 82.5 | |
| UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-502026.05 | 82.5 | |
| SIDDetector=RetinaNet, Backbone=ResNet-502026.05 | 81.5 | |
| DNFDetector=RetinaNet, Backbone=ResNet-182026.05 | 81.1 | |
| Dirty-PixelDetector=RetinaNet, Backbone=ResNet-182026.05 | 80.8 | |
| DemosaicingDetector=RetinaNet, Backbone=ResNet-182026.05 | 80.3 | |
| Karaimer et al.Detector=RetinaNet, Backbone=ResNet-502026.05 | 79.6 | |
| UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-182026.05 | 79.2 | |
| Karaimer et al.Detector=RetinaNet, Backbone=ResNet-182026.05 | 78.8 | |
| SIDDetector=RetinaNet, Backbone=ResNet-182026.05 | 78.2 | |
| InvISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 74.7 | |
| LiteISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 73.5 | |
| LiteISPDetector=RetinaNet, Backbone=ResNet-182026.05 | 71.9 | |
| InvISPDetector=RetinaNet, Backbone=ResNet-182026.05 | 70.9 |