Anomaly Localization on Real-IAD (test)
99P-AUROCINP-Former
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| INP-Formerevaluation protocol=multi-class2025.03 | 99 | 47.5 | 50.3 | 95 | |
| Dinomalyevaluation protocol=multi-class2025.03 | 98.8 | 42.8 | 47.1 | 93.9 | |
| MambaADevaluation protocol=multi-class2025.03 | 98.5 | 33 | 38.7 | 90.5 | |
| RD4ADevaluation protocol=multi-class2025.03 | 97.3 | 25 | 32.7 | 89.6 | |
| UniADevaluation protocol=multi-class2025.03 | 97.3 | 21.1 | 29.2 | 86.7 | |
| INP-Formershot=4-shot2025.03 | 97.3 | 3,220 | 89 | 3,670 | |
| DeSTSegevaluation protocol=multi-class2025.03 | 94.6 | 37.9 | 41.7 | 40.6 | |
| WinCLIPshot=4-shot, reproduced=true2025.03 | 93.8 | 1,330 | 76.4 | 2,100 | |
| PatchCoreshot=4-shot, reproduced=true2025.03 | 92.9 | 980 | 68.6 | 1,610 | |
| PaDiMshot=4-shot, reproduced=true2025.03 | 90.9 | 210 | 67.6 | 510 | |
| DIADevaluation protocol=multi-class2025.03 | 88 | 2.9 | 7.1 | 58.1 | |
| PromptADshot=4-shot, reproduced=true2025.03 | 86.9 | 870 | 61.9 | 1,610 | |
| SimpleNetevaluation protocol=multi-class2025.03 | 75.7 | 2.8 | 6.5 | 39 | |
| SPADEshot=4-shot, reproduced=true2025.03 | 59.5 | 20 | 19.2 | 50 |