Anomaly Segmentation on MVTec AD -> VisA
96AUROCSPG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPGBackbone=DINOv3 ViT-L, Cross-dataset zero-shot protocol=true2026.04 | 96 | 89.1 | |
| VCP-CLIPCross-dataset zero-shot protocol=true2026.04 | 95.7 | 90.7 | |
| AdaptCLIPCross-dataset zero-shot protocol=true2026.04 | 95.7 | — | |
| AnomalyCLIPCross-dataset zero-shot protocol=true2026.04 | 95.5 | 87 | |
| AdaCLIPCross-dataset zero-shot protocol=true2026.04 | 95.5 | — | |
| AA-CLIPCross-dataset zero-shot protocol=true2026.04 | 95.5 | — | |
| SPGBackbone=OpenCLIP, Cross-dataset zero-shot protocol=true2026.04 | 94.7 | 87.1 | |
| WinCLIPCross-dataset zero-shot protocol=true2026.04 | 79.6 | 56.8 |