Anomaly Detection on BTAD 1-shot 1.0
95.9I-AUCRes2CLIP†
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Res2CLIP†shots=12026.05 | 95.9 | 96.8 | 92.3 | 98.1 | 64.2 | 61.7 | 83 | |
| Res2CLIP*shots=12026.05 | 95.5 | 94.8 | 89.7 | 97.6 | 63 | 61.3 | 82.8 | |
| ReMP-ADshots=12026.05 | 94.9 | 96.1 | 92.1 | 95.5 | 53.9 | 56.7 | 82.3 | |
| AdaptCLIPshots=12026.05 | 93.1 | 96.2 | 91.7 | 96.7 | 61.4 | 59.3 | 77.7 | |
| AnomalyCLIP+shots=12026.05 | 92.7 | 93.8 | 89.6 | 96.6 | 58.4 | 57.6 | 79.4 | |
| APRIL-GANshots=12026.05 | 91.7 | 94.7 | 91.3 | 94.1 | 50.1 | 53.2 | 78.6 | |
| WinCLIP+shots=12026.05 | 85 | 80.6 | 78.2 | 95.6 | 42 | 47.4 | 66.7 |