CocoGlide
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Manipulation Localization | CocoGlide | F1 Score53.3 | 24 | |
| Image Forgery Detection | CocoGlide | Accuracy78.42 | 20 | |
| Image Manipulation Localization | CocoGlide (test) | F1 Score94 | 18 | |
| Image forgery localization | CocoGlide COCO 2017 (val) | F1 Score (Best)0.72 | 14 | |
| Image-level Nature Image Forgery Detection | CocoGlide | AUC76 | 12 | |
| Pixel-level Forgery Localization | CocoGlide | F1 Score52.05 | 11 | |
| Change Detection | CoCoGlide | F1 Score97.8 | 10 | |
| Bounding Box Localization | CocoGlide | BBox-IoU53.23 | 10 | |
| Detection | CocoGlide | AUC0.778 | 10 | |
| Pixel-level image forgery localization | CoCoGLIDE (OOD) | IoU48.1 | 9 | |
| Pixel-level Forgery Localization | CocoGlide WhatsApp | F1 Score46.1 | 4 | |
| Pixel-level Forgery Localization | CocoGlide (Facebook) | F1 Score46 | 4 | |
| AIGC Detection | CoCoGLIDE | Gen. R@5088.4 | 3 | |
| Localized Detection | CoCoGLIDE | Gen. Recall@5088.4 | 3 |
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