3DSR

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

Anomaly DetectiononMVTEC 3D-AD
Detection AUCROC· 2023-11-02
0.978
best: 0.982 (TransFusion)
SOTA
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation arXiv:2311.01117
Anomaly DetectiononMVTEC 3D-AD
Segmentation AUCROC· 2023-11-02
0.995
best: 0.996 (Shape-Guided)
SOTA
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation arXiv:2311.01117
Anomaly DetectiononMVTEC 3D-AD
Segmentation AUPRO· 2023-11-02
0.972
best: 93.75 (CDO)
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation arXiv:2311.01117