Fake News Video Detection on FakeSV (test)
67.61AccuracyRADAR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RADARSampling=Random batch sampling2026.01 | 67.61 | 67.6 | 67.61 | |
| RADARSampling=Random batch sampling2026.01 | 66.68 | 65.05 | 64.82 | |
| SARSampling=Random batch sampling2026.01 | 65.56 | 64.95 | 65.58 | |
| TentSampling=Random batch sampling2026.01 | 64.74 | 64.49 | 64.74 | |
| RADARSampling=Random batch sampling2026.01 | 64.71 | 63.49 | 63.46 | |
| READSampling=Random batch sampling2026.01 | 64.02 | 63.83 | 64.03 | |
| Source ModelSampling=Random batch sampling, Adaptation=None2026.01 | 63.93 | 49.57 | 56.09 | |
| READSampling=Random batch sampling2026.01 | 63.89 | 63.36 | 63.8 | |
| ExMRDSampling=Random batch sampling2026.01 | 63.42 | 51.76 | 56.35 | |
| FakRecSampling=Random batch sampling2026.01 | 63.02 | 52.85 | 56.45 | |
| SV-FENDSampling=Random batch sampling2026.01 | 63 | 60.06 | 60.07 | |
| READSampling=Random batch sampling2026.01 | 62.9 | 62.55 | 63.17 | |
| FakRecSampling=Random batch sampling2026.01 | 62.5 | 62.24 | 62.49 | |
| Source ModelSampling=Random batch sampling, Adaptation=None2026.01 | 62.47 | 59.77 | 62.44 | |
| ExMRDSampling=Random batch sampling2026.01 | 61.85 | 46.7 | 54.08 | |
| TentSampling=Random batch sampling2026.01 | 61.4 | 46.31 | 53.54 | |
| SARSampling=Random batch sampling2026.01 | 61.29 | 45.96 | 53.38 | |
| FakRecSampling=Random batch sampling2026.01 | 61.09 | 55.74 | 60.45 | |
| SV-FENDSampling=Random batch sampling2026.01 | 61 | 45.02 | 52.95 | |
| REALSampling=Random batch sampling2026.01 | 60.96 | 45.54 | 53.05 | |
| SuMiSampling=Random batch sampling2026.01 | 60.96 | 60.9 | 62.27 | |
| TentSampling=Random batch sampling2026.01 | 60.49 | 46.34 | 53.04 | |
| REALSampling=Random batch sampling2026.01 | 60.04 | 54.52 | 55.6 | |
| SARSampling=Random batch sampling2026.01 | 60.04 | 45.53 | 52.53 | |
| Source ModelSampling=Random batch sampling, Adaptation=None2026.01 | 59.69 | 40.21 | 51.16 | |
| SuMiSampling=Random batch sampling2026.01 | 59.09 | 59.09 | 60.99 | |
| SuMiSampling=Random batch sampling2026.01 | 58.83 | 55.93 | 58.86 | |
| FANVMSampling=Random batch sampling2026.01 | 57.48 | 45.13 | 50.65 | |
| REALSampling=Random batch sampling2026.01 | 54.75 | 51.19 | 54.78 | |
| SV-FENDSampling=Random batch sampling2026.01 | 53.53 | 50.36 | 53.56 | |
| FANVMSampling=Random batch sampling2026.01 | 53.26 | 44.8 | 47.72 | |
| FANVMSampling=Random batch sampling2026.01 | 51.43 | 42.21 | 51.39 | |
| ExMRDSampling=Random batch sampling2026.01 | 50.52 | 34.77 | 50.47 |