Multi-modal Misinformation Detection on MDSM BBC domain
89.89AccuracyREFORM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| REFORMSetting=Tr. on Guardian2026.03 | 89.89 | 66.81 | 62.43 | |
| AMDSetting=Tr. on Guardian2026.03 | 89.74 | 64.75 | 61.82 | |
| REFORMSetting=Tr. on NYT2026.03 | 89.08 | 61.21 | 63.34 | |
| FKA-OwlSetting=Tr. on Guardian2026.03 | 87.61 | 68.57 | 61.82 | |
| AMDSetting=Tr. on NYT2026.03 | 86.14 | 60.58 | 70.54 | |
| FKA-OwlSetting=Tr. on NYT2026.03 | 84.65 | 60.73 | 43.28 | |
| HAMMERSetting=Tr. on Guardian2026.03 | 81.32 | 50.15 | 56.03 | |
| HAMMER++Setting=Tr. on Guardian2026.03 | 80.12 | 50.36 | 57.97 | |
| ViLTSetting=Tr. on Guardian2026.03 | 80 | 44.79 | 38.97 | |
| ViLTSetting=Tr. on NYT2026.03 | 74.33 | 36.1 | 19.36 | |
| HAMMERSetting=Tr. on NYT2026.03 | 67.37 | 42.23 | 16.12 | |
| HAMMER++Setting=Tr. on NYT2026.03 | 66.12 | 37.82 | 13.68 |