| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Real3D-AD | Synthesis4AD | Average O-AUROC0.809 | 66 | 26d ago | |
| Real3D-AD (test) | Hierarchical Point-Patch Fusion | Average Score84.2 | 43 | 26d ago | |
| Anomaly-ShapeNet 1.0 (test) | MC4AD | Avg Rank1.08 | 31 | 3mo ago | |
| Actual Industry Parts Dataset | Synthesis4AD | O-ROC100 | 28 | 1mo ago | |
| Anomaly-ShapeNet | PO3AD | O-AP (ashtray)100 | 28 | 28d ago | |
| Real3D-AD 1.0 (test) | PatchCore | Airplane Score0.882 | 15 | 28d ago | |
| ShapeNet Anomaly | GS-CLIP | O-AUROC84.1 | 10 | 3mo ago | |
| Eyecandies | GS-CLIP | O-AUROC71.5 | 10 | 3mo ago | |
| MulSen-AD | Synthesis4AD | O-ROC89.6 | 9 | 1mo ago | |
| ShapeNetPart (test) | DMP-3DAD | Airplane AUC99.75 | 9 | 3mo ago | |
| Anomaly-ShapeNet (test) | R3D-AD | AUROC74.9 | 9 | 3mo ago | |
| Real3D-AD v1 (test) | ISMP | Airplane Score0.753 | 9 | 3mo ago | |
| T2-weighted MRI | AUROC99.8 | 7 | 3mo ago | ||
| MVTec3D-AD | GS-CLIP | O-AUROC83.6 | 6 | 3mo ago | |
| Eyecandies (test) | GS-CLIP | Object Recall79.3 | 5 | 3mo ago | |
| MVTec3D-AD (test) | GS-CLIP | Object Recall (O-R)88.2 | 5 | 3mo ago |
