Anomaly Detection on CIFAR-10 6 classes
97.3AUROCBLISS
Evaluation Results
| Method | Links | |
|---|---|---|
| BLISSFeature Type=CLIP-based2024.07 | 97.3 | |
| DINO-FTFeature Type=Standard2024.07 | 94 | |
| BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.07 | 93.8 | |
| Biased-CLIPFeature Type=CLIP-based2024.07 | 93.2 | |
| ZOCFeature Type=CLIP-based2024.07 | 93 | |
| GMMFeature Type=Standard2024.07 | 91.7 | |
| GMMFeature Type=CLIP-based2024.07 | 91.7 | |
| MCMFeature Type=CLIP-based, Zero-shot=true2024.07 | 89.8 | |
| DN2Feature Type=Standard2024.07 | 89.3 | |
| CACFeature Type=CLIP-based2024.07 | 89.3 | |
| LUNARFeature Type=Standard2024.07 | 88.5 | |
| LUNARFeature Type=CLIP-based2024.07 | 87.7 | |
| DN2Feature Type=CLIP-based2024.07 | 87.6 | |
| CSIFeature Type=Standard2024.07 | 87 | |
| CACFeature Type=Standard2024.07 | 80.1 |