Anomaly Detection on BTAD 2-shot 1.0
96.2AUC (Image-level)Res2CLIP†
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Res2CLIP†shots=22026.05 | 96.2 | 97.8 | 93.8 | 98.2 | 65.7 | 62.6 | 83.5 | |
| Res2CLIP*shots=22026.05 | 95.7 | 95.8 | 90 | 97.7 | 64.5 | 62.3 | 83.1 | |
| ReMP-ADshots=22026.05 | 95.2 | 96.8 | 92.3 | 95.4 | 54.4 | 57.2 | 82.3 | |
| AdaptCLIPshots=22026.05 | 92.9 | 96.9 | 93.3 | 96.7 | 61.7 | 59.3 | 77.9 | |
| AnomalyCLIP+shots=22026.05 | 92.5 | 93.4 | 89 | 96.6 | 59.1 | 58.1 | 79 | |
| APRIL-GANshots=22026.05 | 91.9 | 95.2 | 91.6 | 94.2 | 50.6 | 53.5 | 78.3 | |
| WinCLIP+shots=22026.05 | 85.7 | 85.3 | 80.4 | 95.8 | 43.3 | 49.1 | 66.7 |