Audio-Visual Deepfake Detection on FakeAVCeleb (test)
97.68ACC (Audio-Visual)Concat
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Concat2024.10 | 97.68 | 47.07 | 66.28 | 46.67 | 55.25 | 87.33 | |
| MISA2024.10 | 97.68 | 61.75 | 71.66 | 58.98 | 64.76 | 79.22 | |
| DrFuse2024.10 | 97.68 | 66.83 | 75.35 | 62.86 | 69.33 | 78.56 | |
| Perceiver2024.10 | 97.68 | 56.81 | 78.84 | 51.36 | 58.2 | 93.45 | |
| Coupled Mamba2024.10 | 97.68 | 88.35 | 89.47 | 91.23 | 53.84 | 96.55 | |
| SALM2024.10 | 97.68 | 89.74 | 90.82 | 92.68 | 54.27 | 97.12 | |
| DLF2024.10 | 97.68 | 91.2 | 92.5 | 94.1 | 55.8 | 97.5 | |
| AdaMMS2024.10 | 97.68 | 93.45 | 93.1 | 96.3 | 56.1 | 98.25 | |
| SCFAE2024.10 | 97.68 | 95.74 | 95.35 | 99.51 | 56.4 | 98.7 | |
| ART-AVDF2024.10 | 96.4 | 66.3 | 80.7 | 68.9 | 84.3 | 98.2 | |
| MACB-DF2024.10 | 91.7 | — | — | — | — | 93.2 | |
| CAFR2024.10 | 86.3 | — | — | — | — | 87.1 | |
| AVoiD-DF2024.10 | 83.7 | 70.3 | 55.8 | 72.4 | 57.2 | 89.2 | |
| MDS2024.10 | 82.8 | — | — | — | — | 86.5 | |
| VFD2024.10 | 81.5 | — | — | — | — | 86.1 | |
| Emo-Foren2024.10 | 78.1 | — | — | — | — | 79.8 |