Anomaly Segmentation on VisA and MVTec AD
92.3AUROCSPG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPGBackbone=DINOv3 ViT-L, Cross-dataset zero-shot protocol=true2026.04 | 92.3 | 87.7 | |
| VCP-CLIPCross-dataset zero-shot protocol=true2026.04 | 92 | 87.3 | |
| AA-CLIPCross-dataset zero-shot protocol=true2026.04 | 91.9 | — | |
| AnomalyCLIPCross-dataset zero-shot protocol=true2026.04 | 91.1 | 81.4 | |
| AdaptCLIPCross-dataset zero-shot protocol=true2026.04 | 90.9 | — | |
| SPGBackbone=OpenCLIP, Cross-dataset zero-shot protocol=true2026.04 | 89.9 | 71.9 | |
| AdaCLIPCross-dataset zero-shot protocol=true2026.04 | 88.7 | — | |
| WinCLIPCross-dataset zero-shot protocol=true2026.04 | 85.1 | 64.6 |