Multi-modal Manipulation Detection and Grounding on DGM4 USA domain (test)
71.95AccuracyREFORM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| REFORMCategory=Deepfake Detectors2026.03 | 71.95 | 59.08 | 81.23 | 55.19 | |
| AMDCategory=Deepfake Detectors2026.03 | 70.62 | 43.2 | 75.73 | 41.99 | |
| FKA-OwlCategory=Deepfake Detectors2026.03 | 67.57 | 38.97 | 79.44 | 32.57 | |
| HAMMER++Category=Deepfake Detectors2026.03 | 65.25 | 40.74 | 73.24 | 41.14 | |
| HAMMERCategory=Deepfake Detectors2026.03 | 64.97 | 40.49 | 73.76 | 40.51 | |
| LLaVa-v1.6-7BCategory=Fine-tuned LVLMs2026.03 | 62.54 | 37.48 | 71.24 | 35.63 | |
| Qwen2.5-3BCategory=Fine-tuned LVLMs2026.03 | 60.65 | 34.25 | 70.19 | 33.28 | |
| ViLTCategory=Deepfake Detectors2026.03 | 52.79 | 31.28 | 62.11 | 33.78 |