Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection

Benchmark Model Rank Results
3d-anomaly-detection-on-anomaly-shapenetDUS-NetO-AUROC: 0.797P-AUROC: 0.712
3d-anomaly-detection-on-real-3d-adDUS-NetMean Performance of P. and O.: 0.821Point AUROC: 0.847