Image-level Document Forgery Detection on DocTamper FCD
99.6AccuracyDefakerOne
Evaluation results
| Method | Links | |
|---|---|---|
| DefakerOneModel Category=MLLMs2026.05 | 99.6 | |
| DefakerOneModel Category=MLLMs2026.05 | 92.8 | |
| DRCTModel Category=Vision Models2026.05 | 77 | |
| DTDModel Category=Vision Models2026.05 | 73.2 | |
| FFDNModel Category=Vision Models2026.05 | 73.1 | |
| TruforModel Category=Vision Models2026.05 | 68.4 | |
| DRCTModel Category=Vision Models2026.05 | 66.8 | |
| DTDModel Category=Vision Models2026.05 | 64.3 | |
| MesorchModel Category=Vision Models2026.05 | 64.2 | |
| TruforModel Category=Vision Models2026.05 | 60.9 | |
| EffortModel Category=Vision Models2026.05 | 60.1 | |
| FFDNModel Category=Vision Models2026.05 | 57.8 | |
| MesorchModel Category=Vision Models2026.05 | 54.2 | |
| CDFAModel Category=Vision Models2026.05 | 52.3 | |
| CDFAModel Category=Vision Models2026.05 | 46.9 | |
| VeritasModel Category=MLLMs2026.05 | 39.4 | |
| VeritasModel Category=MLLMs2026.05 | 39 | |
| ForensicMOEModel Category=MLLMs2026.05 | 38.9 | |
| EffortModel Category=Vision Models2026.05 | 37.1 | |
| Ivy-xDetectorModel Category=MLLMs2026.05 | 33.9 | |
| ForensicMOEModel Category=MLLMs2026.05 | 29.8 | |
| FakeVLMModel Category=MLLMs2026.05 | 29.5 | |
| Ivy-xDetectorModel Category=MLLMs2026.05 | 25.3 | |
| FakeVLMModel Category=MLLMs2026.05 | 1.9 |