ResearchBenchmarksAnomaly Classification on BTAD (AUROC, F1-max, AP)For AI assistantsMarkdownContent indexAnomaly Classification on BTAD (AUROC, F1-max, AP)Follow96.5AUROCMuSc-V287.97290.18692.494.614Nov 13, 2025Evaluation resultsMethodMethodLinksAUROCF1-maxAPMuSc-V2Protocol=Zero-shotProtocol=Zero-shot2025.1196.596.199.1MuScProtocol=Zero-shotProtocol=Zero-shot2025.1194.894.697.5RareCLIPProtocol=Zero-shotProtocol=Zero-shot2025.1191.689.193.4VCP-CLIPProtocol=Zero-shotProtocol=Zero-shot2025.1189.388.892.6AdaCLIPProtocol=Zero-shotProtocol=Zero-shot2025.1188.688.293.3AnomalyCLIPProtocol=Zero-shotProtocol=Zero-shot2025.1188.383.887.3