Image Manipulation Localization on DSO-1
Metric: Average Pixel F1(Fixed threshold) (higher is better)
Metric: Average Pixel F1(Fixed threshold) (higher is better)
| # | Model↕ | Average Pixel F1(Fixed threshold)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TruFor | 0.93 | No | TruFor: Leveraging all-round clues for trustwort... | 2022-12-21 | - |
| 2 | Late Fusion | 0.899 | No | MMFusion: Combining Image Forensic Filters for V... | 2023-12-04 | Code |
| 3 | CMX (RGB+NP++) | 0.895 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 4 | Early Fusion | 0.869 | No | MMFusion: Combining Image Forensic Filters for V... | 2023-12-04 | Code |
| 5 | CMX (RGB+SRM) | 0.792 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 6 | CMX (RGB+Bayar) | 0.776 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 7 | CAT-Net v2 | 0.584 | No | Learning JPEG Compression Artifacts for Image Ma... | 2021-08-30 | Code |
| 8 | ManTraNet | 0.412 | No | - | - | Code |
| 9 | MVSS-Net | 0.358 | No | Image Manipulation Detection by Multi-View Multi... | 2021-04-14 | Code |
| 10 | CR-CNN | 0.289 | No | Constrained R-CNN: A general image manipulation ... | 2019-11-19 | - |
| 11 | SPAN | 0.233 | No | - | - | Code |