Document Tampering Detection on RTM (test)
46.4PrecisionFFDN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| FFDNData Generation=Similarity-Guided Pipeline (Ours)2026.02 | 46.4 | 51 | 48.6 | |
| FFDNData Generation=[25]2026.02 | 46.1 | 46.9 | 46.5 | |
| ASC-FormerData Generation=Similarity-Guided Pipeline (Ours)2026.02 | 44.3 | 32.3 | 37.4 | |
| FFDNData Generation=[6]2026.02 | 42.7 | 45.4 | 44 | |
| ASC-FormerData Generation=[25]2026.02 | 40.7 | 30 | 34.5 | |
| CAT-NetData Generation=Similarity-Guided Pipeline (Ours)2026.02 | 40 | 35 | 37.4 | |
| PSCC-NetData Generation=Similarity-Guided Pipeline (Ours)2026.02 | 39.3 | 40.2 | 39.7 | |
| PSCC-NetData Generation=[25]2026.02 | 38.5 | 27.9 | 32.3 | |
| DTDData Generation=Similarity-Guided Pipeline (Ours)2026.02 | 36.6 | 73.3 | 48.9 | |
| CAT-NetData Generation=[25]2026.02 | 36.5 | 32.7 | 34.5 | |
| CAT-NetData Generation=[6]2026.02 | 36.5 | 31.5 | 33.8 | |
| DTDData Generation=[6]2026.02 | 36.5 | 50.8 | 42.5 | |
| DTDData Generation=[25]2026.02 | 36.4 | 52 | 42.8 | |
| ASC-FormerData Generation=[6]2026.02 | 35.8 | 26.1 | 30.2 | |
| PSCC-NetData Generation=[6]2026.02 | 33.8 | 34.1 | 33.9 |