Anomaly Detection on TinyImageNet 20 classes
0.911AUROCBLISS
Evaluation Results
| Method | Links | |
|---|---|---|
| BLISSFeature Type=CLIP-based2024.07 | 0.911 | |
| DINO-FTFeature Type=Standard2024.07 | 0.902 | |
| GMMFeature Type=Standard2024.07 | 0.89 | |
| BCE-CLFeature Type=CLIP-based, Zero-shot=true2024.07 | 0.874 | |
| DN2Feature Type=Standard2024.07 | 0.847 | |
| CACFeature Type=CLIP-based2024.07 | 0.846 | |
| ZOCFeature Type=CLIP-based2024.07 | 0.846 | |
| LUNARFeature Type=Standard2024.07 | 0.834 | |
| MCMFeature Type=CLIP-based, Zero-shot=true2024.07 | 0.826 | |
| Biased-CLIPFeature Type=CLIP-based2024.07 | 0.813 | |
| LUNARFeature Type=CLIP-based2024.07 | 0.804 | |
| GMMFeature Type=CLIP-based2024.07 | 0.798 | |
| DN2Feature Type=CLIP-based2024.07 | 0.794 | |
| CSIFeature Type=Standard2024.07 | 0.769 | |
| CACFeature Type=Standard2024.07 | 0.76 |