Image Manipulation Localization on Columbia
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 | Early Fusion | 0.888 | No | MMFusion: Combining Image Forensic Filters for V... | 2023-12-04 | Code |
| 2 | CMX (RGB+NP++) | 0.884 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 3 | CMX (RGB+Bayar) | 0.872 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 4 | Late Fusion | 0.864 | No | MMFusion: Combining Image Forensic Filters for V... | 2023-12-04 | Code |
| 5 | TruFor | 0.859 | No | TruFor: Leveraging all-round clues for trustwort... | 2022-12-21 | - |
| 6 | CAT-Net v2 | 0.859 | No | Learning JPEG Compression Artifacts for Image Ma... | 2021-08-30 | Code |
| 7 | CMX (RGB+SRM) | 0.834 | No | CMX: Cross-Modal Fusion for RGB-X Semantic Segme... | 2022-03-09 | Code |
| 8 | SPAN | 0.759 | No | - | - | Code |
| 9 | MVSS-Net | 0.729 | No | Image Manipulation Detection by Multi-View Multi... | 2021-04-14 | Code |
| 10 | CR-CNN | 0.631 | No | Constrained R-CNN: A general image manipulation ... | 2019-11-19 | - |
| 11 | ManTraNet | 0.508 | No | - | - | Code |