Anomaly Detection and Localization on Real-IAD
83.8AUROCANoCo
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ANoCo# refs=4-shot2026.05 | 83.8 | 98.3 | |
| ANoCo# refs=2-shot2026.05 | 77.3 | 97.1 | |
| INP-Former# refs=4-shot2026.05 | 76.7 | 97.3 | |
| WinCLIP# refs=4-shot2026.05 | 73 | 93.8 | |
| WinCLIP# refs=2-shot2026.05 | 70.9 | 93.2 | |
| INP-Former# refs=2-shot2026.05 | 70.6 | 96 | |
| WinCLIP# refs=1-shot2026.05 | 69.4 | 91.9 | |
| INP-Former# refs=1-shot2026.05 | 67.5 | 94.9 | |
| PatchCore# refs=4-shot2026.05 | 66 | 92.9 | |
| ANoCo# refs=1-shot2026.05 | 65.4 | 93.4 | |
| PatchCore# refs=2-shot2026.05 | 63.3 | 92 | |
| PromptAD# refs=4-shot2026.05 | 59.7 | 86.9 | |
| PatchCore# refs=1-shot2026.05 | 59.3 | 89.6 | |
| PromptAD# refs=2-shot2026.05 | 57.7 | 86.4 | |
| PromptAD# refs=1-shot2026.05 | 52.2 | 84.9 | |
| SPADE# refs=1-shot2026.05 | 51.2 | 59.5 | |
| SPADE# refs=2-shot2026.05 | 50.9 | 59.5 | |
| SPADE# refs=4-shot2026.05 | 50.8 | 59.5 |