Fake News Video Detection on FakeTT
80.87Average AccuracyRASR
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RASRDomain Generalization Method=false2026.04 | 80.87 | 75.08 | 79.14 | 86.03 | 88.91 | 71.53 | 79.33 | 87.01 | — | |
| DOCTORDomain Generalization Method=true2026.04 | 80.14 | 74.19 | 78.32 | 85.36 | 88.32 | 70.36 | 78.28 | 86.13 | — | |
| RASR2026.04 | 79.85 | — | — | — | — | — | — | — | 79.12 | |
| DOCTOR2026.04 | 78.92 | — | — | — | — | — | — | — | 78.04 | |
| FakingRecipe2026.04 | 78.58 | — | — | — | — | — | — | — | 76.62 | |
| OpEvFakeDomain Generalization Method=false2026.04 | 77.24 | 71.84 | 76.67 | 84.21 | 83.56 | 66.89 | 77.5 | 79.98 | — | |
| SV-FEND2026.04 | 77.14 | — | — | — | — | — | — | — | 75.63 | |
| CMRFDomain Generalization Method=true2026.04 | 76.62 | 71.75 | 77.05 | 81.87 | 83.47 | 65.78 | 74.96 | 81.43 | — | |
| MMDFNDDomain Generalization Method=true2026.04 | 73.6 | 70.08 | 75.57 | 76.89 | 82.46 | 63.44 | 74.9 | 71.85 | — | |
| HCFC-Hou2026.04 | 73.24 | — | — | — | — | — | — | — | 72 | |
| FakingRecipeDomain Generalization Method=false2026.04 | 72.63 | 71.37 | 71.21 | 76.03 | 79.62 | 55.66 | 76.75 | 77.78 | — | |
| FANVM2026.04 | 71.57 | — | — | — | — | — | — | — | 70.21 | |
| SV-FENDDomain Generalization Method=false2026.04 | 71.54 | 70.21 | 70.85 | 76.53 | 77.79 | 57.34 | 75.15 | 72.89 | — | |
| TikTec2026.04 | 66.22 | — | — | — | — | — | — | — | 65.08 | |
| MDFENDDomain Generalization Method=true2026.04 | 63.32 | 62.23 | 66.58 | 52.73 | 78.96 | 59.66 | 70.13 | 52.93 | — | |
| HCFC-Medina2026.04 | 62.54 | — | — | — | — | — | — | — | 62.23 | |
| GPT-42026.04 | 61.45 | — | — | — | — | — | — | — | 60.66 | |
| GPT-4V2026.04 | 58.69 | — | — | — | — | — | — | — | 58.69 |