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ResearchFormerly WizWand

Anomaly Detection on Color

85.7Image-level AUROCSEMLP
46.90856.97967.0577.121Jul 3, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SEMLPBackbone=ViT-B/82024.0785.7
SEMLPBackbone=Wide-ResNet50-22024.0782.9
SEMLP (MIRO)Backbone=Wide-ResNet50-22024.0781.1
PatchCore (MIRO)Backbone=ViT-B/82024.0780.9
SEMLP (MIRO)Backbone=ViT-B/82024.0780
MIROBackbone=ViT-B/82024.0775.4
MIROBackbone=Wide-ResNet50-22024.0771.5
PatchCore (MIRO)Backbone=Wide-ResNet50-22024.0769.5
PatchCoreBackbone=Wide-ResNet50-22024.0766.4
PatchCoreBackbone=ViT-B/82024.0757.7
Labeled PatchCoreBackbone=ViT-B/82024.0756.8
Labeled PatchCoreBackbone=Wide-ResNet50-22024.0748.4