Anomaly Segmentation on MVTec LOCO
80.06AUROCULSAD
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ULSAD2024.10 | 80.06 | 73.73 | — | — | — | — | — | — | — | |
| CFLOW2024.10 | 76.99 | 66.93 | — | — | — | — | — | — | — | |
| PatchCore2024.10 | 75.77 | 69.09 | — | — | — | — | — | — | — | |
| FastFlow2024.10 | 75.55 | 53.04 | — | — | — | — | — | — | — | |
| PaDiM2024.10 | 71.32 | 67.97 | — | — | — | — | — | — | — | |
| EfficientAD2024.10 | 70.36 | 66.96 | — | — | — | — | — | — | — | |
| Reverse Distillation2024.10 | 68.55 | 66.28 | — | — | — | — | — | — | — | |
| DRÆM2024.10 | 63.69 | 40.06 | — | — | — | — | — | — | — | |
| DFR2024.10 | 61.72 | 69.78 | — | — | — | — | — | — | — | |
| THRBackbone=SALAD, TTT Method=THR [94]2026.06 | — | — | 96.1 | — | — | 39 | 47.7 | 38.4 | 27.2 | |
| TopoTTABackbone=SALAD, TTT Method=TopoTTA2026.06 | — | — | 96.1 | — | — | 61.2 | 76.4 | 58.4 | 42.5 | |
| TTT4ASBackbone=SALAD, TTT Method=TTT4AS [78]2026.06 | — | — | 96.1 | — | — | 56.9 | 74.2 | 51.8 | 39.6 |