Object Detection on LOD (test)
63.9mAPUniISP
Evaluation results
| Method | Links | |
|---|---|---|
| UniISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 63.9 | |
| UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-502026.05 | 62.4 | |
| UniISPDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 62.3 | |
| RAW-AdapterDetector=RetinaNet, Backbone=ResNet-502026.05 | 62.1 | |
| Dirty-PixelDetector=RetinaNet, Backbone=ResNet-502026.05 | 61.6 | |
| UniISP(w/o F)Detector=Sp-RCNN, Backbone=ResNet-502026.05 | 60.2 | |
| RAW-AdapterDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 59.2 | |
| Dirty-PixelDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 58.8 | |
| DemosaicingDetector=RetinaNet, Backbone=ResNet-502026.05 | 58.5 | |
| Default ISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 58.4 | |
| DemosaicingDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 57.7 | |
| InvISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 56.9 | |
| UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-502026.05 | 55.8 | |
| LiteISPDetector=RetinaNet, Backbone=ResNet-502026.05 | 55.3 | |
| Karaimer et al.Detector=RetinaNet, Backbone=ResNet-502026.05 | 54.4 | |
| Default ISPDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 53.9 | |
| Karaimer et al.Detector=Sp-RCNN, Backbone=ResNet-502026.05 | 52.2 | |
| UniISP(w/o J)Detector=Sp-RCNN, Backbone=ResNet-502026.05 | 50.8 | |
| InvISPDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 49.4 | |
| LiteISPDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 49.3 | |
| SIDDetector=RetinaNet, Backbone=ResNet-502026.05 | 49.1 | |
| SIDDetector=Sp-RCNN, Backbone=ResNet-502026.05 | 43.1 |