Fake News Video Detection on FakeTT → FVC
64.59AccRADAR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RADARSampling Strategy=Event-wise batch sampling2026.01 | 64.59 | 63.23 | 63.16 | |
| RADARSampling=Random batch sampling2026.01 | 63.44 | 62.83 | 63.21 | |
| READSampling Strategy=Event-wise batch sampling2026.01 | 62.88 | 54.43 | 56.97 | |
| SARSampling=Random batch sampling2026.01 | 61.83 | 59.57 | 59.5 | |
| SourceSampling Strategy=Event-wise batch sampling2026.01 | 61.82 | 61.82 | 63.86 | |
| ExMRDSampling=Random batch sampling2026.01 | 61.25 | 58.02 | 59.13 | |
| RADARSampling Strategy=Event-wise batch sampling2026.01 | 60.82 | 60.13 | 60.43 | |
| SuMiSampling=Random batch sampling2026.01 | 60.6 | 56.23 | 56.74 | |
| TentSampling=Random batch sampling2026.01 | 60.53 | 56.65 | 56.97 | |
| FakRecSampling=Random batch sampling2026.01 | 60.24 | 58.83 | 58.82 | |
| SuMiSampling Strategy=Event-wise batch sampling2026.01 | 59.81 | 55.52 | 56.04 | |
| TentSampling Strategy=Event-wise batch sampling2026.01 | 59.51 | 39.82 | 50.86 | |
| SARSampling Strategy=Event-wise batch sampling2026.01 | 59.41 | 39.36 | 50.7 | |
| TentSampling Strategy=Event-wise batch sampling2026.01 | 59.1 | 40.29 | 50.59 | |
| SARSampling Strategy=Event-wise batch sampling2026.01 | 58.92 | 39.7 | 50.34 | |
| REALSampling=Random batch sampling2026.01 | 58.61 | 52.12 | 53.69 | |
| SV-FENDSampling=Random batch sampling2026.01 | 58.5 | 56.96 | 56.94 | |
| READSampling Strategy=Event-wise batch sampling2026.01 | 57.51 | 57.04 | 57.5 | |
| Source ModelSampling=Random batch sampling, Adaptation=None2026.01 | 56.55 | 55.94 | 56.27 | |
| SourceSampling Strategy=Event-wise batch sampling2026.01 | 56.53 | 55.93 | 56.26 | |
| READSampling=Random batch sampling2026.01 | 56.4 | 56.04 | 56.61 | |
| SuMiSampling Strategy=Event-wise batch sampling2026.01 | 55.7 | 54.36 | 54.38 | |
| FANVMSampling=Random batch sampling2026.01 | 55.03 | 55.01 | 57.27 |