Deepfake Detection on DaG
83.92AUCSpInShield
Evaluation Results
| Method | Links | |
|---|---|---|
| SpInShieldAttack Type=Spectral Tilt2026.05 | 83.92 | |
| SpInShieldAttack Type=SNR-based Noise2026.05 | 82.58 | |
| PTFDAttack Type=Spectral Tilt2026.05 | 71.24 | |
| SLFAttack Type=Spectral Tilt2026.05 | 67.4 | |
| PTFDAttack Type=SNR-based Noise2026.05 | 66.4 | |
| AltFreAttack Type=Spectral Tilt2026.05 | 64.5 | |
| FTCNAttack Type=Spectral Tilt2026.05 | 63.4 | |
| SLFAttack Type=SNR-based Noise2026.05 | 62.81 | |
| AltFreAttack Type=SNR-based Noise2026.05 | 61.24 | |
| FTCNAttack Type=SNR-based Noise2026.05 | 60.59 | |
| NACOAttack Type=Spectral Tilt2026.05 | 59.52 | |
| AFWAttack Type=Spectral Tilt2026.05 | 58.68 | |
| TALLAttack Type=Spectral Tilt2026.05 | 56.48 | |
| NACOAttack Type=SNR-based Noise2026.05 | 56.4 | |
| AFWAttack Type=SNR-based Noise2026.05 | 55.2 | |
| DFD-FCGAttack Type=Spectral Tilt2026.05 | 54.62 | |
| TALLAttack Type=SNR-based Noise2026.05 | 53.8 | |
| FakeSTAttack Type=Spectral Tilt2026.05 | 53.53 | |
| VideoMAE(B)Attack Type=Spectral Tilt2026.05 | 53.51 | |
| DFD-FCGAttack Type=SNR-based Noise2026.05 | 51.65 | |
| VideoMAE(B)Attack Type=SNR-based Noise2026.05 | 51.2 | |
| FakeSTAttack Type=SNR-based Noise2026.05 | 50.5 |