Anomaly Detection on BTAD 4-shot 1.0
96.8I-AUCRes2CLIP†
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Res2CLIP†shots=42026.05 | 96.8 | 98.3 | 95.5 | 98.2 | 67.1 | 63.4 | 83.5 | |
| Res2CLIP*shots=42026.05 | 96.4 | 96.4 | 92.1 | 97.8 | 65.6 | 63 | 83.2 | |
| ReMP-ADshots=42026.05 | 94.4 | 96.4 | 91.9 | 95.5 | 55.6 | 57.8 | 82 | |
| AdaptCLIPshots=42026.05 | 93.1 | 96.7 | 92.6 | 96.8 | 62.8 | 60 | 78.3 | |
| AnomalyCLIP+shots=42026.05 | 92.4 | 93.4 | 88.8 | 96.7 | 59.3 | 58.2 | 79.1 | |
| APRIL-GANshots=42026.05 | 91.8 | 94.7 | 91.1 | 94.4 | 51.1 | 53.9 | 78.5 | |
| WinCLIP+shots=42026.05 | 86.4 | 85.4 | 83.6 | 95.9 | 45 | 50.5 | 67 |