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SotA/Computer Vision/3D Anomaly Detection

3D Anomaly Detection

38 benchmarks36 papers

3D-only Anomaly Detection. Structures out of normal distribution are detected from the 3D-only point cloud.

Benchmarks

3D Anomaly Detection on Real 3D-AD

Mean Performance of P. and O. Object AUROCPoint AUROC

3D Anomaly Detection on ShanghaiTech Weakly Supervised

AUC-ROCFAR-Normal

3D Anomaly Detection on HR-ShanghaiTech

AUC

3D Anomaly Detection on HR-Avenue

AUC

3D Anomaly Detection on UBnormal

AUC-ROCAUC

3D Anomaly Detection on Anomaly-ShapeNet

O-AUROCP-AUROC

3D Anomaly Detection on HR-UBnormal

AUC

3D Anomaly Detection on Anomaly-ShapeNet10

O-AUROCP-AUROC

3D Anomaly Detection on HistoArtifacts

MCCAverage F11:1 AccuracyACCAUROCAvg F1F1Recall/ Sensitivity

3D Anomaly Detection on ShanghaiTech Campus

AUC

3D Anomaly Detection on CHAD

AUC

3D Anomaly Detection on CUHK Avenue

RBDCTBDCAUC

3D Anomaly Detection on Ped2

AUC

3D Anomaly Detection on ShanghaiTech

RBDCTBDCAUC

3D Anomaly Detection on Street Scene

AUCRBDCTBDC

3D Anomaly Detection on CHUK Avenue

AUC

3D Anomaly Detection on IITB Corridor

AUC

3D Anomaly Detection on UCF-Crime

AUC

3D Anomaly Detection on UCSD Ped2

AUC