Multi-modal Misinformation Detection on MDSM USA domain
88.8AccuracyAMD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AMDSetting=Tr. on Guardian2026.03 | 88.8 | 53.05 | 52.51 | |
| REFORMSetting=Tr. on Guardian2026.03 | 88.54 | 54.98 | 52.93 | |
| FKA-OwlSetting=Tr. on Guardian2026.03 | 80.9 | 51.8 | 50.93 | |
| AMDSetting=Tr. on NYT2026.03 | 78.56 | 68.49 | 55.17 | |
| REFORMSetting=Tr. on NYT2026.03 | 78.29 | 60.79 | 56.28 | |
| FKA-OwlSetting=Tr. on NYT2026.03 | 78 | 44.45 | 50.73 | |
| HAMMER++Setting=Tr. on Guardian2026.03 | 75.36 | 48.77 | 47.13 | |
| HAMMERSetting=Tr. on Guardian2026.03 | 74.78 | 50.76 | 43.4 | |
| HAMMERSetting=Tr. on NYT2026.03 | 71.52 | 41.17 | 13.74 | |
| ViLTSetting=Tr. on NYT2026.03 | 70.34 | 36.45 | 21.48 | |
| ViLTSetting=Tr. on Guardian2026.03 | 70.34 | 46.24 | 37.68 | |
| HAMMER++Setting=Tr. on NYT2026.03 | 67.18 | 37.58 | 10.76 |