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ResearchFormerly WizWand

Object Detection on PASCALRAW Overexposed

89.7mAPUniISP
83.9885.46586.9588.435May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UniISPDetector=RetinaNet, Backbone=ResNet-502026.0589.7——
RAW-AdapterDetector=RetinaNet, Backbone=ResNet-502026.0589.5——
UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-502026.0589.5——
UniISPDetector=RetinaNet, Backbone=ResNet-182026.0589——
Dirty-PixelDetector=RetinaNet, Backbone=ResNet-502026.0589——
DemosaicingDetector=RetinaNet, Backbone=ResNet-502026.0588.8——
RAW-AdapterDetector=RetinaNet, Backbone=ResNet-182026.0588.7——
UniISP(w/o F)Detector=RetinaNet, Backbone=ResNet-182026.0588.4——
Dirty-PixelDetector=RetinaNet, Backbone=ResNet-182026.0588——
DemosaicingDetector=RetinaNet, Backbone=ResNet-182026.0587.7——
UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-502026.0587.6——
InvISPDetector=RetinaNet, Backbone=ResNet-502026.0587.3——
Karaimer et al.Detector=RetinaNet, Backbone=ResNet-502026.0586.8——
InvISPDetector=RetinaNet, Backbone=ResNet-182026.0586.6——
UniISP(w/o J)Detector=RetinaNet, Backbone=ResNet-182026.0586.2——
Karaimer et al.Detector=RetinaNet, Backbone=ResNet-182026.0585.6——
LiteISPDetector=RetinaNet, Backbone=ResNet-502026.0585.1——
LiteISPDetector=RetinaNet, Backbone=ResNet-182026.0584.2——
AdaptiveISPBackbone=ResNet-502026.05—90.1176.36
AdaptiveISPBackbone=Swin-Transformer2026.05—88.8373.08
Dark-ISPBackbone=ResNet-502026.05—88.468.9
Dark-ISPBackbone=Swin-Transformer2026.05—89.875.56
Default-ISPBackbone=ResNet-502026.05—89.6773.33
DefaultISPBackbone=Swin-Transformer2026.05—89.6674.1
Dr.RAWBackbone=ResNet-502026.05—89.8276.24
Dr.RAWBackbone=Swin-Transformer2026.05—89.5871.9
Linear-RAWBackbone=ResNet-502026.05—87.4772.98
Linear-RAWBackbone=Swin-Transformer2026.05—87.3361.96
RAW-AdapterBackbone=ResNet-502026.05—89.8773.33
RAW-AdapterBackbone=Swin-Transformer2026.05—89.6775.46
RAWildBackbone=ResNet-502026.05—90.276.9
RAWildBackbone=Swin-Transformer2026.05—93.1379.21
ReconfigISPBackbone=ResNet-502026.05—89.8972.63
ReconfigISPBackbone=Swin-Transformer2026.05—90.1776.18