Multi-modal Semantic Manipulation Detection and Localization on MDSMSD USA domain
84.23AccuracyAMD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMDSetting=Tr. on Guardian2025.05 | 84.23 | 48.19 | 48.82 | |
| FKA-OwlSetting=Tr. on Guardian2025.05 | 79.95 | 48.74 | 46.5 | |
| AMDSetting=Tr. on NYT2025.05 | 77.43 | 64.1 | 48.67 | |
| FKA-OwlSetting=Tr. on NYT2025.05 | 75.9 | 42.92 | 46.19 | |
| HAMMERSetting=Tr. on Guardian2025.05 | 71.68 | 47.46 | 40.44 | |
| HAMMER++Setting=Tr. on Guardian2025.05 | 71.29 | 44.23 | 40.11 | |
| HAMMERSetting=Tr. on NYT2025.05 | 70.59 | 37.75 | 12.99 | |
| ViLTSetting=Tr. on Guardian2025.05 | 69.45 | 40.75 | 34.02 | |
| HAMMER++Setting=Tr. on NYT2025.05 | 65.7 | 36.29 | 10.04 | |
| ViLTSetting=Tr. on NYT2025.05 | 64.65 | 32.82 | 19.4 |