Image-level Nature Image Forgery Detection on NIST 16
85.1AUCDefakerOne
Evaluation Results
| Method | Links | |
|---|---|---|
| DefakerOneModel Category=MLLMs2026.05 | 85.1 | |
| EffortModel Category=Vision Models2026.05 | 73.4 | |
| DRCTModel Category=Vision Models2026.05 | 66.7 | |
| MesorchModel Category=Vision Models2026.05 | 66.5 | |
| CDFAModel Category=Vision Models2026.05 | 61.6 | |
| TruforModel Category=Vision Models2026.05 | 59.4 | |
| FakeVLMModel Category=MLLMs2026.05 | 58.7 | |
| DTDModel Category=Vision Models2026.05 | 56 | |
| Ivy-xDetectorModel Category=MLLMs2026.05 | 55.4 | |
| FFDNModel Category=Vision Models2026.05 | 38.7 | |
| ForensicMOEModel Category=MLLMs2026.05 | 3.9 | |
| VeritasModel Category=MLLMs2026.05 | 1.2 |