Anomaly Detection on MVTec AD few-shot 1
93.5AUROC (Image-level)FSR
Evaluation results
| Method | Links | |
|---|---|---|
| FSRk=8, setting=few-shot, τ=0.12026.03 | 93.5 | |
| FSRk=4, setting=few-shot, τ=0.12026.03 | 91.9 | |
| RegADk=8, setting=few-shot2026.03 | 91.2 | |
| UniAD†k=8, setting=few-shot2026.03 | 88.8 | |
| FSRk=2, setting=few-shot, τ=0.12026.03 | 88.4 | |
| RegADk=4, setting=few-shot2026.03 | 88.2 | |
| UniAD†k=4, setting=few-shot2026.03 | 86.1 | |
| RegADk=2, setting=few-shot2026.03 | 85.7 | |
| DiffNetk=8, setting=few-shot2026.03 | 83.2 | |
| PaDiM†k=8, setting=few-shot2026.03 | 82.8 | |
| UniAD†k=2, setting=few-shot2026.03 | 81.9 | |
| DiffNetk=4, setting=few-shot2026.03 | 81.3 | |
| DiffNetk=2, setting=few-shot2026.03 | 80.6 | |
| PaDiM†k=4, setting=few-shot2026.03 | 79.6 | |
| TDGk=8, setting=few-shot2026.03 | 76.6 | |
| PaDiM†k=2, setting=few-shot2026.03 | 76.4 | |
| TDGk=4, setting=few-shot2026.03 | 74.4 | |
| TDGk=2, setting=few-shot2026.03 | 73.2 |