COVER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | Cover | AUC-PR13 | 34 | |
| Pixel-level Manipulation Detection | COVER | F1 Score83.2 | 34 | |
| Outlier Detection | cover (historical) | AUROC98.04 | 17 | |
| Outlier Detection | cover (Group II) | AUROC93.52 | 14 | |
| Image-level manipulation detection | COVER | AUC73.1 | 14 | |
| Anomaly Detection | cover Out-of-Domain | F1 Score81 | 10 | |
| Multi-class Classification | Cover holdout (test) | CEL0.579 | 5 | |
| Image Manipulation Detection | COVER (test) | Com-F131.7 | 5 | |
| Image Manipulation Localization | COVER | F1 Score75.7 | 5 |
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