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ResearchFormerly WizWand

Object Detection on PASCAL RAW (Dark)

88mAPUniISP
70.21674.83379.4584.067May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UniISPDetector=RetinaNet, Backbone=ResNet-502026.0588
UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-502026.0586.8
RAW-AdapterDetector=RetinaNet, Backbone=ResNet-502026.0586.6
UniISPDetector=RetinaNet, Backbone=ResNet-182026.0585.2
UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-182026.0583.7
Dirty-PixelDetector=RetinaNet, Backbone=ResNet-502026.0583.6
DNFDetector=RetinaNet, Backbone=ResNet-502026.0582.8
DemosaicingDetector=RetinaNet, Backbone=ResNet-502026.0582.6
RAW-AdapterDetector=RetinaNet, Backbone=ResNet-182026.0582.5
UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-502026.0582.5
SIDDetector=RetinaNet, Backbone=ResNet-502026.0581.5
DNFDetector=RetinaNet, Backbone=ResNet-182026.0581.1
Dirty-PixelDetector=RetinaNet, Backbone=ResNet-182026.0580.8
DemosaicingDetector=RetinaNet, Backbone=ResNet-182026.0580.3
Karaimer et al.Detector=RetinaNet, Backbone=ResNet-502026.0579.6
UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-182026.0579.2
Karaimer et al.Detector=RetinaNet, Backbone=ResNet-182026.0578.8
SIDDetector=RetinaNet, Backbone=ResNet-182026.0578.2
InvISPDetector=RetinaNet, Backbone=ResNet-502026.0574.7
LiteISPDetector=RetinaNet, Backbone=ResNet-502026.0573.5
LiteISPDetector=RetinaNet, Backbone=ResNet-182026.0571.9
InvISPDetector=RetinaNet, Backbone=ResNet-182026.0570.9