Columbia
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Pixel-level Manipulation Detection | Columbia | F1 Score77.6 | 34 | |
| Image Forgery Detection | Columbia | AUC0.999 | 25 | |
| Tamper Localization | Columbia | IoU74 | 16 | |
| Image Manipulation Detection and Localization | Columbia | I-AUC99.9 | 15 | |
| Image-level manipulation detection | Columbia | AUC98.4 | 14 | |
| Image Manipulation Localization | Columbia | F1 (best)92.3 | 14 | |
| Image-level forgery detection | Columbia | F1 Score98.61 | 11 | |
| Pixel-level Forgery Localization | Columbia | F189.22 | 11 | |
| Bounding Box Localization | Columbia | BBox IoU0.9267 | 10 | |
| Image Manipulation Localization | Columbia (test) | F1 Score0.888 | 10 | |
| Active Speaker Detection | Columbia dataset | Weighted F1 (Bell)98.9 | 9 | |
| Active Speaker Detection | Columbia | F1 (Bell)0.981 | 7 | |
| Forgery Localization | Columbia | AUC98.4 | 6 | |
| Image Manipulation Detection | Columbia (test) | Com-F10.711 | 5 | |
| Forgery Detection | Columbia (test) | mAP98 | 5 | |
| Active Speaker Detection | Columbia dataset 5 | Bell Speaker Score82.7 | 3 |
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