List your company
ResearchFormerly WizWand

Anomaly Localization on VisA (Pixel-level AUROC)

97.5Pixel AUROCResAD
64.11672.78381.4590.117Oct 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
ResADSetting=4-shot, Backbone=CLIP, Resolution=224x2242024.1097.5
ResADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1096.4
PaDiMSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1095.2
ResADSetting=2-shot, Backbone=CLIP, Resolution=224x2242024.1095.1
WinCLIPSetting=2-shot, Backbone=CLIP, Resolution=224x2242024.1094.9
ResADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1094.9
WinCLIPSetting=4-shot, Backbone=CLIP, Resolution=224x2242024.1093.5
RegADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1093.3
PaDiMSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1093.3
RegADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1088.5
PatchCoreSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1087.1
UniADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1081.8
UniADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1081.8
PatchCoreSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1080.4
RDADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1079.9
RDADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1079.9
SPADESetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1065.4
SPADESetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1065.4