3D Anomaly Detection on ShapeNet Anomaly
84.1O-AUROCGS-CLIP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GS-CLIPSetting=one-vs-rest, Public=-2026.02 | 84.1 | 86.8 | 75.2 | — | |
| AA-CLIP*Setting=one-vs-rest, Public=CVPR’252026.02 | 83.1 | 84.5 | 60.7 | — | |
| PointADSetting=one-vs-rest, Public=NeurIPS’242026.02 | 82.6 | 85.6 | 74.1 | — | |
| GS-CLIPSetting=cross-dataset, Public=-2026.02 | 82.6 | 84.8 | 75.4 | — | |
| PointADSetting=cross-dataset, Public=NeurIPS’242026.02 | 82.3 | 85.6 | 74.3 | — | |
| MVP-PCLIPSetting=one-vs-rest, Public=arXiv’242026.02 | 78.7 | 83.8 | 70.4 | — | |
| MVP-PCLIPSetting=cross-dataset, Public=arXiv’242026.02 | 78.4 | 82.5 | 71.1 | — | |
| CLIP*Setting=one-vs-rest, Public=ICML’212026.02 | 78.2 | 79.5 | 64.9 | — | |
| AA-CLIP*Setting=cross-dataset, Public=CVPR’252026.02 | 76.2 | 77.5 | 61.8 | — | |
| 3DzALSetting=one-vs-rest, Public=WACV’252026.02 | 58.6 | — | 66.1 | — |