Multi-modal Semantic Manipulation Detection and Localization on MDSMSD AVG
85.94AccuracyAMD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMDSetting=Tr. on Guardian2025.05 | 85.94 | 55.51 | 56.96 | |
| FKA-OwlSetting=Tr. on Guardian2025.05 | 82.65 | 53.56 | 48.78 | |
| AMDSetting=Tr. on NYT2025.05 | 82.63 | 65.23 | 59.27 | |
| FKA-OwlSetting=Tr. on NYT2025.05 | 81.09 | 52.41 | 44.77 | |
| ViLTSetting=Tr. on Guardian2025.05 | 74.78 | 44.68 | 32.37 | |
| HAMMER++Setting=Tr. on Guardian2025.05 | 71.37 | 45.92 | 43.61 | |
| HAMMERSetting=Tr. on Guardian2025.05 | 71.01 | 44.63 | 41.71 | |
| HAMMERSetting=Tr. on NYT2025.05 | 68.6 | 40.38 | 20.5 | |
| ViLTSetting=Tr. on NYT2025.05 | 67.55 | 36.82 | 18.3 | |
| HAMMER++Setting=Tr. on NYT2025.05 | 67.52 | 38.75 | 20.18 |