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Real3D-AD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Object-level Anomaly DetectionReal3D-AD 1.0 (test)
Airplane88.2
43
3D Anomaly DetectionReal3D-AD
Average O-AUROC0.795
33
3D Anomaly DetectionReal3D-AD (test)
Airplane88.2
30
3D Anomaly LocalizationReal3D-AD
Airplane77.7
21
Object-level Anomaly DetectionReal3D-AD (test)
Airplane88.2
17
Object-level 3D Anomaly DetectionReal3D-AD
Airplane88.2
11
Pixel-level Anomaly LocalizationReal3D-AD 1.0 (test)
Airplane0.738
11
Anomaly DetectionReal3D-AD (test)
Airplane Score88.2
9
3D Anomaly DetectionReal3D-AD v1 (test)
Airplane Score0.753
9
Anomaly DetectionReal3D-AD 1.0 (test)
Airplane88.2
8
Point-level Anomaly LocalizationReal3D-AD Average
AUROC (point-level)72.2
8
Point-level Anomaly DetectionReal3D-AD
AUPR (Average)12.9
8
Anomaly LocalizationReal3D-AD (test)
P-AUROC (Airplane)0.753
7
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