Deepfake Detection on Cross-domain Deepfake Detection (DDIM, PixArt, SD, SiT, StyleGAN)
95.88DDIM Detection ScorePRPO
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PRPO2025.09 | 95.88 | 88.1 | 94.99 | 71.26 | 99.32 | 89.91 | |
| DX-LLaVA2025.09 | 92.34 | 83.11 | 89.35 | 26.46 | 99.13 | 78.08 | |
| UnivCLIP2025.09 | 74.85 | 89.31 | 74.81 | 40.01 | 86.46 | 73.09 | |
| SIDA2025.09 | 70.07 | 73.86 | 92.37 | 46.53 | 94.98 | 75.26 | |
| LLaVA2025.09 | 49.86 | 65.46 | 26.54 | 15.36 | 57.03 | 42.85 | |
| FakeShield2025.09 | 31.84 | 88.57 | 92.28 | 33.22 | 98.7 | 68.92 | |
| DE-FAKE2025.09 | 8.83 | 86.45 | 95.8 | 4.55 | 76.5 | 54.43 |