Multi-modal Forgery Detection and Grounding on MDSM BBC
89.74AccuracyAMD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| AMDSetting=Tr. on Guardian2025.05 | 89.74 | 64.75 | 61.82 | |
| FKA-OwlSetting=Tr. on Guardian2025.05 | 87.61 | 68.57 | 61.82 | |
| AMDSetting=Tr. on NYT2025.05 | 86.14 | 60.58 | 70.54 | |
| FKA-OwlSetting=Tr. on NYT2025.05 | 84.65 | 60.73 | 43.28 | |
| HAMMERSetting=Tr. on Guardian2025.05 | 81.32 | 50.15 | 56.03 | |
| HAMMER++Setting=Tr. on Guardian2025.05 | 80.12 | 50.36 | 57.97 | |
| ViLTSetting=Tr. on Guardian2025.05 | 80 | 44.79 | 38.97 | |
| ViLTSetting=Tr. on NYT2025.05 | 74.33 | 36.1 | 19.36 | |
| HAMMERSetting=Tr. on NYT2025.05 | 67.37 | 42.23 | 16.12 | |
| HAMMER++Setting=Tr. on NYT2025.05 | 66.12 | 37.82 | 13.68 | |
| Gemini-2.0Setting=Zero-Shot2025.05 | 38.12 | 29.13 | 2.25 | |
| Qwen2-a22bSetting=Zero-Shot2025.05 | 37.22 | 31.6 | 0.98 | |
| GPT-4oSetting=Zero-Shot2025.05 | 37.19 | 30.48 | 1.2 | |
| Qwen2.5-VLSetting=Zero-Shot2025.05 | 35.89 | 31.51 | 0 |