Multi-modal Manipulation Detection and Grounding on DGM4 Guardian domain (test)
91.1AccuracyREFORM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| REFORMCategory=Deepfake Detectors2026.03 | 91.1 | 84.3 | 89.92 | 83.88 | |
| AMDCategory=Deepfake Detectors2026.03 | 84.61 | 68.5 | 82.78 | 81.24 | |
| AMDTraining Domain=Guardian2025.05 | 84.61 | 68.5 | 82.78 | 81.24 | |
| FKA-OwlCategory=Deepfake Detectors2026.03 | 82.97 | 53.86 | 87.7 | 65.69 | |
| FKA-OwlTraining Domain=Guardian2025.05 | 82.97 | 53.86 | 87.7 | 65.69 | |
| HAMMER++Category=Deepfake Detectors2026.03 | 79.13 | 67.11 | 78.24 | 62.15 | |
| HAMMER++Training Domain=Guardian2025.05 | 79.13 | 67.11 | 78.24 | 62.15 | |
| HAMMERCategory=Deepfake Detectors2026.03 | 78.34 | 66.79 | 78.27 | 61.09 | |
| HAMMERTraining Domain=Guardian2025.05 | 78.34 | 66.79 | 78.27 | 61.09 | |
| LLaVa-v1.6-7BCategory=Fine-tuned LVLMs2026.03 | 68.67 | 46.26 | 65.71 | 42.3 | |
| ViLTCategory=Deepfake Detectors2026.03 | 68.27 | 42.29 | 69.87 | 43.19 | |
| ViLTTraining Domain=Guardian2025.05 | 68.27 | 42.29 | 69.87 | 43.19 | |
| Qwen2.5-3BCategory=Fine-tuned LVLMs2026.03 | 61.57 | 37.36 | 61.35 | 40.19 |