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ResearchFormerly WizWand

Anomaly Detection on MVTec AD Color modified (test)

87.1Image-level F1 ScoreSEMLP
58.565.92573.3580.775Jul 3, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SEMLPBackbone=ViT-B/82024.0787.1
SEMLPBackbone=Wide-ResNet50-22024.0783.7
SEMLP (MIRO)Backbone=Wide-ResNet50-22024.0780.2
PatchCore (MIRO)Backbone=ViT-B/82024.0780
SEMLP (MIRO)Backbone=ViT-B/82024.0778.7
MIROBackbone=ViT-B/82024.0776.1
MIROBackbone=Wide-ResNet50-22024.0775.2
PatchCore (MIRO)Backbone=Wide-ResNet50-22024.0771
PatchCoreBackbone=Wide-ResNet50-22024.0770.9
Labeled PatchCoreBackbone=ViT-B/82024.0767.4
PatchCoreBackbone=ViT-B/82024.0764.9
Labeled PatchCoreBackbone=Wide-ResNet50-22024.0759.6