| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Real3D-AD | Synthesis4AD | Average O-AUROC0.809 | 66 | 2mo ago | |
| Real3D-AD (test) | Hierarchical Point-Patch Fusion | Average Score84.2 | 43 | 1mo ago | |
| Anomaly-ShapeNet 1.0 (test) | MC4AD | Avg Rank1.08 | 43 | 25d ago | |
| Anomaly-ShapeNet | PCDiff | O-AUROC93 | 32 | 1mo ago | |
| Actual Industry Parts Dataset | Synthesis4AD | O-ROC100 | 28 | 3mo ago | |
| Eyecandies | CoGeoAD | P-AUROC97.2 | 19 | 1mo ago | |
| Real3D-AD 1.0 (test) | PatchCore | Airplane Score0.882 | 15 | 2mo ago | |
| Real3D-AD v1 (test) | AF3AD | O-AUROC85.2 | 14 | 25d ago | |
| ShapeNet Anomaly | GS-CLIP | O-AUROC84.1 | 10 | 4mo ago | |
| MulSen-AD | Synthesis4AD | O-ROC89.6 | 9 | 3mo ago | |
| ShapeNetPart (test) | DMP-3DAD | Airplane AUC99.75 | 9 | 4mo ago | |
| Anomaly-ShapeNet (test) | R3D-AD | AUROC74.9 | 9 | 5mo ago | |
| T2-weighted MRI | AUROC99.8 | 7 | 5mo ago | ||
| MVTec3D-AD | GS-CLIP | O-AUROC83.6 | 6 | 4mo ago | |
| Lung CT (LIDC-IDRI and MSD Lung) (test) | CS3F-C | Patient-level AUROC80.6 | 5 | 1mo ago | |
| Eyecandies (test) | GS-CLIP | Object Recall79.3 | 5 | 4mo ago | |
| MVTec3D-AD (test) | GS-CLIP | Object Recall (O-R)88.2 | 5 | 4mo ago |
