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ResearchFormerly WizWand

Anomaly Detection on MVTec AD Hole modified (test)

84.9F1 Score (Image-level)SEMLP
47.4657.1866.976.62Jul 3, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SEMLPBackbone=ViT-B/82024.0784.9
SEMLP (MIRO)Backbone=Wide-ResNet50-22024.0784.3
SEMLPBackbone=Wide-ResNet50-22024.0783.2
MIROBackbone=Wide-ResNet50-22024.0782.8
SEMLP (MIRO)Backbone=ViT-B/82024.0773
PatchCoreBackbone=Wide-ResNet50-22024.0772.4
MIROBackbone=ViT-B/82024.0771.5
PatchCore (MIRO)Backbone=ViT-B/82024.0766.2
PatchCore (MIRO)Backbone=Wide-ResNet50-22024.0765.7
PatchCoreBackbone=ViT-B/82024.0758
Labeled PatchCoreBackbone=ViT-B/82024.0754.6
Labeled PatchCoreBackbone=Wide-ResNet50-22024.0748.9