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Benchmarks
Anomaly Segmentation on VisA (AUROC-seg, F1-max-seg, AP-seg)
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98.8
AUROC (seg)
MuSc
95.368
96.259
97.15
98.041
Nov 13, 2025
AUROC (seg)
F1-max (seg)
AP (seg)
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC (seg)
F1-max (seg)
AP (seg)
MuSc
Protocol=Zero-shot
2025.11
98.8
48.8
45.1
MuSc-V2
Protocol=Zero-shot
2025.11
98.8
50.4
46.1
VCP-CLIP
Protocol=Zero-shot
2025.11
95.7
34.7
30.1
RareCLIP
Protocol=Zero-shot
2025.11
95.7
33.5
27
AnomalyCLIP
Protocol=Zero-shot
2025.11
95.5
28.3
21.3
AdaCLIP
Protocol=Zero-shot
2025.11
95.5
37.7
31.1
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