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Benchmarks
3D Anomaly Detection on MVTec3D-AD (test)
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88.2
Object Recall (O-R)
GS-CLIP
59.288
66.794
74.3
81.806
Feb 22, 2026
Object Recall (O-R)
Object AUC (O-A)
Pixel Recall (P-R)
Pixel Precision (P-P)
Updated 4d ago
Evaluation Results
Method
Method
Links
Object Recall (O-R)
Object AUC (O-A)
Pixel Recall (P-R)
Pixel Precision (P-P)
GS-CLIP
Setting=Zero-shot, Mod...
2026.02
88.2
97.5
97.6
91.3
PointAD
Setting=Zero-shot, Mod...
2026.02
86.9
96.1
97.2
90.2
MVP-PCLIP
Setting=Zero-shot, Mod...
2026.02
85.7
95.8
96.5
90.4
AA-CLIP*
Setting=Zero-shot, Mod...
2026.02
67.2
89.4
94.5
74.6
CLIP*
Setting=Zero-shot, Mod...
2026.02
60.4
86.4
81.7
56
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