Anomaly Detection on CIFAR-100 20 classes
89.4AUROCBLISS
Evaluation results
| Method | Links | |
|---|---|---|
| BLISSFeature Type=CLIP-based2024.07 | 89.4 | |
| DINO-FTFeature Type=Standard2024.07 | 88.1 | |
| GMMFeature Type=Standard2024.07 | 86.2 | |
| BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.07 | 85.6 | |
| DN2Feature Type=Standard2024.07 | 83.5 | |
| CACFeature Type=CLIP-based2024.07 | 83.5 | |
| LUNARFeature Type=Standard2024.07 | 82.9 | |
| MCMFeature Type=CLIP-based, Zero-shot=true2024.07 | 82.7 | |
| Biased-CLIPFeature Type=CLIP-based2024.07 | 82.6 | |
| ZOCFeature Type=CLIP-based2024.07 | 82.1 | |
| CSIFeature Type=Standard2024.07 | 80.4 | |
| LUNARFeature Type=CLIP-based2024.07 | 79 | |
| DN2Feature Type=CLIP-based2024.07 | 78.2 | |
| GMMFeature Type=CLIP-based2024.07 | 77.3 | |
| CACFeature Type=Standard2024.07 | 76.1 |