Multi-modal Semantic Manipulation Detection and Localization on MDSMSD Wash. domain
86.93AccuracyAMD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMDSetting=Tr. on Guardian2025.05 | 86.93 | — | 47.5 | |
| AMDSetting=Tr. on NYT2025.05 | 82.2 | 65.89 | 56.23 | |
| ViLTSetting=Tr. on Guardian2025.05 | 77.49 | 42.59 | 34.22 | |
| FKA-OwlSetting=Tr. on Guardian2025.05 | 76.98 | 48.19 | 45.85 | |
| FKA-OwlSetting=Tr. on NYT2025.05 | 76.45 | 47.93 | 41.75 | |
| HAMMER++Setting=Tr. on Guardian2025.05 | 73.97 | 47.16 | 41.87 | |
| HAMMERSetting=Tr. on Guardian2025.05 | 73.11 | 47 | 46.81 | |
| HAMMERSetting=Tr. on NYT2025.05 | 64.19 | 37.96 | 13.01 | |
| HAMMER++Setting=Tr. on NYT2025.05 | 63.94 | 35.1 | 10.79 | |
| ViLTSetting=Tr. on NYT2025.05 | 60.92 | 31.99 | 15.86 |