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Benchmarks
Anomaly Classification on BTAD (AUROC, F1-max, AP)
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96.5
AUROC
MuSc-V2
87.972
90.186
92.4
94.614
Nov 13, 2025
AUROC
F1-max
AP
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
F1-max
AP
MuSc-V2
Protocol=Zero-shot
2025.11
96.5
96.1
99.1
MuSc
Protocol=Zero-shot
2025.11
94.8
94.6
97.5
RareCLIP
Protocol=Zero-shot
2025.11
91.6
89.1
93.4
VCP-CLIP
Protocol=Zero-shot
2025.11
89.3
88.8
92.6
AdaCLIP
Protocol=Zero-shot
2025.11
88.6
88.2
93.3
AnomalyCLIP
Protocol=Zero-shot
2025.11
88.3
83.8
87.3
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