| Paper | Code | Balanced Accuracy | AUC | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization | .984 | .996 | TruFor | 2022-12-21 | |
| MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization | ✓ Link | .962 | .996 | Early Fusion | 2023-12-04 |
| MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization | ✓ Link | .822 | .977 | Late Fusion | 2023-12-04 |
| Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization | ✓ Link | .803 | .977 | CAT-Net v2 | 2021-08-30 |
| Image Manipulation Detection by Multi-View Multi-Scale Supervision | ✓ Link | .729 | .984 | MVSS-Net | 2021-04-14 |
| Constrained R-CNN: A general image manipulation detection model | .631 | .755 | CR-CNN | 2019-11-19 | |
| ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features | ✓ Link | .500 | .810 | ManTraNet | 2019-06-01 |
| DF-Net: The Digital Forensics Network for Image Forgery Detection | ✓ Link | 0.880 | DF-Net | 2025-03-28 |