Image-level Nature Image Forgery Detection on CASIA v1
96.3AUCDefakerOne
Evaluation Results
| Method | Links | |
|---|---|---|
| DefakerOneModel Category=MLLMs2026.05 | 96.3 | |
| MesorchModel Category=Vision Models2026.05 | 95 | |
| TruforModel Category=Vision Models2026.05 | 93.9 | |
| CDFAModel Category=Vision Models2026.05 | 63.9 | |
| EffortModel Category=Vision Models2026.05 | 61.9 | |
| DRCTModel Category=Vision Models2026.05 | 52.7 | |
| FFDNModel Category=Vision Models2026.05 | 52.5 | |
| DTDModel Category=Vision Models2026.05 | 46.8 | |
| Ivy-xDetectorModel Category=MLLMs2026.05 | 45.8 | |
| ForensicMOEModel Category=MLLMs2026.05 | 7.7 | |
| FakeVLMModel Category=MLLMs2026.05 | 4.2 | |
| VeritasModel Category=MLLMs2026.05 | 3.2 |