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Benchmarks
3D Point Cloud Anomaly Detection on Anomaly-ShapeNet (Performance & Runtime)
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1.905
Inference Time (s)
CM3D-AD
-14.9992
99.10415
213.2075
327.31085
May 6, 2026
Inference Time (s)
AUROC
Memory Usage (MB)
CPU Utilization (%)
GPU Utilization (%)
Updated 26d ago
Evaluation Results
Method
Method
Links
Inference Time (s)
AUROC
Memory Usage (MB)
CPU Utilization (%)
GPU Utilization (%)
CM3D-AD
Model Size=20.91 MB, F...
2026.05
1.905
-
555
23.7
18.7
CM3D-AD
Model Size=20.91 MB, F...
2026.05
6.341
-
305.52
31.75
-
R3D-AD
Model Size=17.01 MB, F...
2026.05
101.32
-
1,022
25.1
84.1
R3D-AD
Model Size=17.01 MB, F...
2026.05
424.51
-
487.93
56.2
-
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