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ResearchFormerly WizWand

Anomaly Localization on MVTec3D

99.5P-AUROC3DSR
77.76483.40789.0594.693Nov 2, 2023Feb 17, 2024Jun 3, 2024Sep 19, 2024Jan 4, 2025Apr 21, 2025Aug 7, 2025
Updated 6mo ago

Evaluation results

MethodLinks
3DSRModality=3D+RGB2023.1199.5
PatchCore + FPFHModality=3D+RGB2023.1199.2
M3DMModality=3D+RGB2023.1199.2
WT-Flowscale=single-scale2025.0898.6
RD2025.0898.4
ResADSetting=4-shot, Backbone=CLIP, Resolution=224x2242024.1097.9
ASTModality=3D+RGB2023.1197.6
ResADSetting=2-shot, Backbone=CLIP, Resolution=224x2242024.1097.5
ResADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1097.3
WinCLIPSetting=4-shot, Backbone=CLIP, Resolution=224x2242024.1097
WinCLIPSetting=2-shot, Backbone=CLIP, Resolution=224x2242024.1096.8
RegADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1096.7
UniAD2025.0896.5
RegADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1096.4
DiAD2025.0896.4
MSFlowscale=multi-scale2025.0896.3
ResADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1095.4
DeSTSeg2025.0895.1
PaDiMSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1094.5
PaDiMSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1094.3
SimpleNet2025.0893.6
RDADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1090.4
RDADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1090.4
UniADSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1089.4
UniADSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1089.4
rFMscale=single-scale2025.0888.3
PatchCoreSetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1087.1
PatchCoreSetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1083.4
SPADESetting=2-shot, Backbone=WideResNet50, Resolution=224x2242024.1078.6
SPADESetting=4-shot, Backbone=WideResNet50, Resolution=224x2242024.1078.6