Multi-modal Semantic Manipulation Detection and Localization on MDSMSD Guardian domain
90.02AccuracyFKA-Owl
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FKA-OwlSetting=Tr. on Guardian2025.05 | 90.02 | 71.36 | 68.87 | |
| AMDSetting=Tr. on Guardian2025.05 | 89.03 | 75.01 | 81.23 | |
| ViLTSetting=Tr. on Guardian2025.05 | 82.19 | 61.8 | 38.75 | |
| AMDSetting=Tr. on NYT2025.05 | 79.65 | 59.77 | 58.28 | |
| FKA-OwlSetting=Tr. on NYT2025.05 | 77.61 | 40.2 | 41.18 | |
| HAMMER++Setting=Tr. on Guardian2025.05 | 76.22 | 54.11 | 60.23 | |
| HAMMERSetting=Tr. on Guardian2025.05 | 75.75 | 47.26 | 49.27 | |
| ViLTSetting=Tr. on NYT2025.05 | 66.62 | 29.44 | 18.25 | |
| HAMMER++Setting=Tr. on NYT2025.05 | 65.92 | 35.75 | 16.18 | |
| HAMMERSetting=Tr. on NYT2025.05 | 65.88 | 36.8 | 15.72 |