Anomaly Segmentation on VisA (I-AUROC, P-AUROC, P-AUPRO, F1, IoU)
0.987I-AUROCTHR
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| THRBackbone=Dinomaly, TTT Method=THR [52]2026.06 | 0.987 | 0.987 | 0.945 | 27.5 | 74.2 | 33.9 | 14.4 | |
| TTT4ASBackbone=Dinomaly, TTT Method=TTT4AS [78]2026.06 | 0.987 | 0.987 | 0.945 | 22.3 | 81.1 | 26.7 | 17.7 | |
| TopoTTABackbone=Dinomaly, TTT Method=TopoTTA2026.06 | 0.987 | 0.987 | 0.945 | 53.2 | 86.2 | 47 | 33.4 | |
| THRBackbone=MambaAD, TTT Method=THR [53]2026.06 | 0.943 | 0.985 | 0.91 | 20 | 78.5 | 24.1 | 19.6 | |
| TTT4ASBackbone=MambaAD, TTT Method=TTT4AS [78]2026.06 | 0.943 | 0.985 | 0.91 | 22.3 | 81.1 | 26.7 | 13 | |
| TopoTTABackbone=MambaAD, TTT Method=TopoTTA2026.06 | 0.943 | 0.985 | 0.91 | 36.7 | 58.7 | 35.9 | 24.7 |