Multi-modal Manipulation Detection and Grounding on DGM4 Wash. domain (test)
72.84AccuracyREFORM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| REFORMCategory=Deepfake Detectors2026.03 | 72.84 | 59.53 | 83.13 | 53.79 | |
| AMDCategory=Deepfake Detectors2026.03 | 70.28 | 43.36 | 77.76 | 39.05 | |
| FKA-OwlCategory=Deepfake Detectors2026.03 | 67.05 | 37.7 | 81.55 | 31.86 | |
| HAMMER++Category=Deepfake Detectors2026.03 | 63.83 | 40.34 | 76.17 | 38.21 | |
| HAMMERCategory=Deepfake Detectors2026.03 | 63.54 | 40.26 | 76.13 | 38.53 | |
| LLaVa-v1.6-7BCategory=Fine-tuned LVLMs2026.03 | 63.16 | 40.27 | 71.03 | 34.22 | |
| ViLTCategory=Deepfake Detectors2026.03 | 55.76 | 33.26 | 57.17 | 31.1 | |
| Qwen2.5-3BCategory=Fine-tuned LVLMs2026.03 | 51.79 | 32.23 | 63.23 | 35.11 |