Anomaly Detection on CIFAR-10 9 classes
96AUROCBLISS
Evaluation Results
| Method | Links | |
|---|---|---|
| BLISSFeature Type=CLIP-based2024.07 | 96 | |
| BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.07 | 91.7 | |
| Biased-CLIPFeature Type=CLIP-based2024.07 | 91.2 | |
| DINO-FTFeature Type=Standard2024.07 | 89.5 | |
| GMMFeature Type=CLIP-based2024.07 | 89.5 | |
| GMMFeature Type=Standard2024.07 | 88 | |
| MCMFeature Type=CLIP-based, Zero-shot=true2024.07 | 87.4 | |
| DN2Feature Type=Standard2024.07 | 86 | |
| LUNARFeature Type=Standard2024.07 | 85.8 | |
| LUNARFeature Type=CLIP-based2024.07 | 85 | |
| DN2Feature Type=CLIP-based2024.07 | 83.7 | |
| CACFeature Type=Standard2024.07 | 75.4 |