Metric: Balanced Accuracy (higher is better)
| # | Model↕ | Balanced Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Late Fusion | 0.86 | No | MMFusion: Combining Image Forensic Filters for V... | 2023-12-04 | Code |
| 2 | Early Fusion | 0.845 | No | MMFusion: Combining Image Forensic Filters for V... | 2023-12-04 | Code |
| 3 | CAT-Net v2 | 0.838 | No | Learning JPEG Compression Artifacts for Image Ma... | 2021-08-30 | Code |
| 4 | TruFor | 0.813 | No | TruFor: Leveraging all-round clues for trustwort... | 2022-12-21 | - |
| 5 | MVSS-Net | 0.528 | No | Image Manipulation Detection by Multi-View Multi... | 2021-04-14 | Code |
| 6 | ManTraNet | 0.5 | No | - | - | Code |
| 7 | CR-CNN | 0.481 | No | Constrained R-CNN: A general image manipulation ... | 2019-11-19 | - |
| 8 | SPAN | 0.112 | No | - | - | Code |