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ResearchFormerly WizWand

Anomaly Detection on MVTec AD Average modified (test)

85Image-level F1 ScoreSEMLP
53.2861.51569.7577.985Jul 3, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SEMLPBackbone=ViT-B/82024.0785
SEMLPBackbone=Wide-ResNet50-22024.0784.3
SEMLP (MIRO)Backbone=Wide-ResNet50-22024.0783.6
MIROBackbone=Wide-ResNet50-22024.0780.4
SEMLP (MIRO)Backbone=ViT-B/82024.0775
MIROBackbone=ViT-B/82024.0773.5
PatchCore (MIRO)Backbone=ViT-B/82024.0771.6
PatchCoreBackbone=Wide-ResNet50-22024.0770
PatchCore (MIRO)Backbone=Wide-ResNet50-22024.0767.9
PatchCoreBackbone=ViT-B/82024.0763.4
Labeled PatchCoreBackbone=ViT-B/82024.0759.2
Labeled PatchCoreBackbone=Wide-ResNet50-22024.0754.5