Anomaly Detection on CIFAR-10 1 class
99.1AUROCBLISS
Evaluation results
| Method | Links | |
|---|---|---|
| BLISSFeature Type=CLIP-based2024.07 | 99.1 | |
| DINO-FTFeature Type=Standard2024.07 | 98.7 | |
| BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.07 | 98.6 | |
| GMMFeature Type=CLIP-based2024.07 | 97.8 | |
| Biased-CLIPFeature Type=CLIP-based2024.07 | 97.8 | |
| GMMFeature Type=Standard2024.07 | 97.7 | |
| DN2Feature Type=Standard2024.07 | 97.2 | |
| LUNARFeature Type=Standard2024.07 | 96.7 | |
| LUNARFeature Type=CLIP-based2024.07 | 96.3 | |
| DN2Feature Type=CLIP-based2024.07 | 96.2 |