Multi-modal Semantic Manipulation Detection and Localization on MDSMSD BBC domain
87.19AccuracyAMD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMDSetting=Tr. on Guardian2025.05 | 87.19 | 59.36 | 58.13 | |
| FKA-OwlSetting=Tr. on Guardian2025.05 | 86.51 | 62.6 | 57.65 | |
| FKA-OwlSetting=Tr. on NYT2025.05 | 83.36 | 57.27 | 40.13 | |
| AMDSetting=Tr. on NYT2025.05 | 83.19 | 59.1 | 65.21 | |
| ViLTSetting=Tr. on Guardian2025.05 | 77.84 | 40.14 | 35.19 | |
| HAMMER++Setting=Tr. on Guardian2025.05 | 77.17 | 48.23 | 53.84 | |
| HAMMERSetting=Tr. on Guardian2025.05 | 76.06 | 48.19 | 52.34 | |
| ViLTSetting=Tr. on NYT2025.05 | 68.71 | 32.2 | 17.48 | |
| HAMMER++Setting=Tr. on NYT2025.05 | 64.21 | 34.53 | 13.11 | |
| HAMMERSetting=Tr. on NYT2025.05 | 64.18 | 38.19 | 14.86 |