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Benchmarks
Point-level 3D Anomaly Detection on Anomaly-ShapeNet (test)
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71.2
P-AUROC
DU-Net
55.808
59.804
63.8
67.796
Jul 5, 2025
P-AUROC
Average Score
Mean Rank
Updated 4d ago
Evaluation Results
Method
Method
Links
P-AUROC
Average Score
Mean Rank
DU-Net
2025.07
71.2
0.712
2.9
ISMP
2025.07
69.1
0.691
3.925
Reg3D-AD
2025.07
66.8
0.668
4.125
IMRNet
2025.07
65
0.65
4.525
BTF
Feature Representation...
2025.07
62.8
0.628
5.275
M3DM
2025.07
61.6
0.616
5.725
PatchCore
Feature Representation...
2025.07
58
0.58
6.65
PatchCore
Feature Representation...
2025.07
57.7
0.577
6.875
CPMF
2025.07
57.3
0.573
7.325
BTF
Feature Representation...
2025.07
56.4
0.564
7.575
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