Deepfake Detection on HydraFake (test)
99.9Accuracy (CM)DINOv3-H
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DINOv3-HTraining Set=HydraFake training set2026.04 | 99.9 | 99.5 | 99.8 | 98.4 | 99.4 | |
| VeritasModel Category=MLLM-based detectors, Training Set=HydraFake training set2026.04 | 94.8 | 97.3 | 91.7 | 82.2 | 90.7 | |
| D3Model Category=Small vision models, Training Set=HydraFake training set2026.04 | 93.6 | 87.3 | 73.7 | 73.1 | 81.1 | |
| Co-SPYModel Category=Small vision models, Training Set=HydraFake training set2026.04 | 93.5 | 86.3 | 87.3 | 74.7 | 84.7 | |
| EffortModel Category=Small vision models, Training Set=HydraFake training set2026.04 | 82.8 | 94.7 | 88 | 67.1 | 82.2 | |
| FakeVLMModel Category=MLLM-based detectors, Training Set=HydraFake training set2026.04 | 77 | — | 77.7 | 75.7 | 77.3 | |
| SIDA-7BModel Category=MLLM-based detectors, Training Set=HydraFake training set2026.04 | 76 | — | 63.3 | 69.9 | 76.3 |