IMD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Tamper Localization | IMD 2020 | IoU58 | 22 | |
| Pixel-level manipulation detection | IMD | F1 Score76.2 | 20 | |
| Image Manipulation Detection and Localization | IMD 2020 | I-AUC90.6 | 15 | |
| Image Forgery Localization | IMD 2020 | F1 Score53 | 14 | |
| Image Forgery Detection | IMD2020 | Accuracy83 | 13 | |
| Image-level manipulation detection | IMD | AUC65.8 | 9 | |
| Traditional Tampering Localization | IMD 2020 (test) | mIoU55.2 | 8 | |
| Image Manipulation Localization | IMD 2020 | F1 Score37.9 | 6 | |
| Image Manipulation Localization | IMD20 | AUC82.1 | 4 | |
| Image Forgery Explanation | IMD2020 sampled 100 images (test) | CSS0.749 | 3 |
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