Multi-modal Misinformation Detection on MDSM NYT domain
96.26AccuracyREFORM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| REFORMSetting=Tr. on NYT2026.03 | 96.26 | 92.55 | 82.18 | |
| FKA-OwlSetting=Tr. on NYT2026.03 | 94.67 | 78.18 | 55.81 | |
| AMDSetting=Tr. on NYT2026.03 | 92.24 | 84.47 | 72.94 | |
| REFORMSetting=Tr. on Guardian2026.03 | 85.26 | 48.85 | 52.33 | |
| AMDSetting=Tr. on Guardian2026.03 | 84.29 | 48.54 | 52.38 | |
| ViLTSetting=Tr. on NYT2026.03 | 83.27 | 64.27 | 22.73 | |
| FKA-OwlSetting=Tr. on Guardian2026.03 | 80.6 | 40.44 | 26.33 | |
| HAMMER++Setting=Tr. on NYT2026.03 | 79.61 | 57.06 | 54.44 | |
| HAMMERSetting=Tr. on NYT2026.03 | 79.2 | 55.86 | 51.34 | |
| ViLTSetting=Tr. on Guardian2026.03 | 68.8 | 43.99 | 21.77 | |
| HAMMER++Setting=Tr. on Guardian2026.03 | 62.75 | 36.45 | 23.76 | |
| HAMMERSetting=Tr. on Guardian2026.03 | 61.89 | 37.98 | 18.84 |