Authenticity detection on OmniFake 1.0 (Part III)
97.06F-AccuracyOmniDFA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| OmniDFAzero-shot=true2025.09 | 97.06 | 93.65 | 95.36 | 97.42 | |
| FSDzero-shot=true2025.09 | 90.51 | 75.63 | 83.07 | — | |
| ComForzero-shot=true2025.09 | 85.06 | 99.07 | 92.07 | 97.1 | |
| NPRzero-shot=true2025.09 | 79.26 | 81.93 | 80.6 | 80.35 | |
| AIDEzero-shot=true2025.09 | 78.53 | 96.2 | 87.37 | 93.68 | |
| SAFEzero-shot=true2025.09 | 65.06 | 97.67 | 81.37 | 88.94 | |
| UnivFDzero-shot=true2025.09 | 16.43 | 98.64 | 57.54 | 62.14 |