Multi-modal Forgery Detection and Grounding on MDSM AVG
88.18AccuracyAMD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMDSetting=Tr. on Guardian2025.05 | 88.18 | 60.25 | 61.02 | |
| FKA-OwlSetting=Tr. on Guardian2025.05 | 84.12 | 58.13 | 52.2 | |
| AMDSetting=Tr. on NYT2025.05 | 83.96 | 69.39 | 63.56 | |
| FKA-OwlSetting=Tr. on NYT2025.05 | 81.6 | 56.77 | 46.23 | |
| ViLTSetting=Tr. on Guardian2025.05 | 76.61 | 49.9 | 35.67 | |
| HAMMER++Setting=Tr. on Guardian2025.05 | 75.1 | 49.01 | 48.49 | |
| HAMMERSetting=Tr. on Guardian2025.05 | 74.32 | 48.33 | 43.23 | |
| ViLTSetting=Tr. on NYT2025.05 | 73.17 | 40.96 | 20.27 | |
| HAMMERSetting=Tr. on NYT2025.05 | 70.96 | 44.16 | 23.34 | |
| HAMMER++Setting=Tr. on NYT2025.05 | 69.23 | 41.7 | 21.42 | |
| Gemini-2.0Setting=Zero-Shot2025.05 | 38.83 | 32.03 | 1.72 | |
| GPT-4oSetting=Zero-Shot2025.05 | 33.92 | 33.33 | 1.17 | |
| Qwen2.5-VLSetting=Zero-Shot2025.05 | 33.72 | 33.47 | 0.06 | |
| Qwen2-a22bSetting=Zero-Shot2025.05 | 33.27 | 33.69 | 0.86 |