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Benchmarks
3D Anomaly Detection on Anomaly-ShapeNet
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74.9
O-AUROC
R3DAD
50.044
56.497
62.95
69.403
Mar 23, 2026
O-AUROC
O-AP
O-F1
P-PRO
P-AUROC
P-AP
Updated 25d ago
Evaluation Results
Method
Method
Links
O-AUROC
O-AP
O-F1
P-PRO
P-AUROC
P-AP
R3DAD
2026.03
74.9
-
-
-
-
-
IMR
2026.03
65.9
-
-
-
65
-
BTP
2026.03
65.2
71.4
76.3
82.2
87.3
27.8
Patchcore
backbone=BERT
2026.03
56.7
63.3
71.3
22.1
64.8
3.3
M3DM
backbone=BERT
2026.03
55.5
62
71.7
25.5
63.3
2.6
M3DM
backbone=MAE
2026.03
55.1
62
73.1
26.6
65.1
2.9
Patchcore
backbone=MAE
2026.03
54.7
61.8
72.5
22.1
64.5
2.8
Reg3DAD
2026.03
52.7
60.4
72
21.9
63.2
2.4
BTF
2026.03
51
58.3
72.2
15.3
51
1.8
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