Multimodal Manipulation Detection on DGM4 (test)
68.4AccuracyCORE_Gemma
Evaluation results
| Method | Links | |
|---|---|---|
| CORE_GemmaNumber of samples=7502026.06 | 68.4 | |
| CORE_QwenNumber of samples=7502026.06 | 65.4 | |
| CORE_QwenNumber of samples=5002026.06 | 65.2 | |
| CORE_GemmaNumber of samples=5002026.06 | 65.2 | |
| CORE_QwenNumber of samples=2002026.06 | 63.9 | |
| CORE_GemmaNumber of samples=2002026.06 | 61.9 | |
| CORE_GemmaNumber of samples=1002026.06 | 61.3 | |
| Gemma3-4BNumber of samples=7502026.06 | 60.8 | |
| CORE_QwenNumber of samples=1002026.06 | 59.7 | |
| RamDGNumber of samples=7502026.06 | 57.9 | |
| HAMMER++Number of samples=7502026.06 | 57.1 | |
| HAMMERNumber of samples=7502026.06 | 56.9 | |
| Qwen2.5VL-3BNumber of samples=7502026.06 | 56.3 | |
| RamDGNumber of samples=5002026.06 | 55 | |
| Gemma3-4BNumber of samples=5002026.06 | 54.3 | |
| HAMMERNumber of samples=5002026.06 | 53.8 | |
| HAMMER++Number of samples=5002026.06 | 53.7 | |
| Qwen2.5VL-3BNumber of samples=5002026.06 | 53.4 | |
| FKA-OwlNumber of samples=7502026.06 | 52.4 | |
| Qwen3VL-235BNumber of samples=1002026.06 | 51.6 | |
| Qwen3VL-235BNumber of samples=2002026.06 | 51.6 | |
| Qwen3VL-235BNumber of samples=5002026.06 | 51.6 | |
| Qwen3VL-235BNumber of samples=7502026.06 | 51.6 | |
| FKA-OwlNumber of samples=5002026.06 | 51.2 | |
| FKA-OwlNumber of samples=2002026.06 | 51 | |
| SeedVL-1.5Number of samples=1002026.06 | 50.8 | |
| SeedVL-1.5Number of samples=2002026.06 | 50.8 | |
| SeedVL-1.5Number of samples=5002026.06 | 50.8 | |
| SeedVL-1.5Number of samples=7502026.06 | 50.8 | |
| RamDGNumber of samples=2002026.06 | 50.3 | |
| Gemma3-4BNumber of samples=2002026.06 | 50.1 | |
| HAMMERNumber of samples=2002026.06 | 49.8 | |
| HAMMER++Number of samples=2002026.06 | 49.8 | |
| Qwen2.5VL-3BNumber of samples=2002026.06 | 49.7 | |
| Gemma3-27BNumber of samples=1002026.06 | 49.3 | |
| Gemma3-27BNumber of samples=2002026.06 | 49.3 | |
| Gemma3-27BNumber of samples=5002026.06 | 49.3 | |
| Gemma3-27BNumber of samples=7502026.06 | 49.3 | |
| LLaMA3.2-90BNumber of samples=1002026.06 | 48.3 | |
| LLaMA3.2-90BNumber of samples=2002026.06 | 48.3 | |
| LLaMA3.2-90BNumber of samples=5002026.06 | 48.3 | |
| LLaMA3.2-90BNumber of samples=7502026.06 | 48.3 | |
| Gemma3-4BNumber of samples=1002026.06 | 48.3 | |
| Qwen2.5VL-3BNumber of samples=1002026.06 | 48 | |
| FKA-OwlNumber of samples=1002026.06 | 47.4 | |
| RamDGNumber of samples=1002026.06 | 46.4 | |
| HAMMER++Number of samples=1002026.06 | 45.8 | |
| HAMMERNumber of samples=1002026.06 | 45.3 | |
| AMDNumber of samples=7502026.06 | 40.8 | |
| AMDNumber of samples=5002026.06 | 40.7 | |
| AMDNumber of samples=2002026.06 | 40.5 | |
| AMDNumber of samples=1002026.06 | 37.9 |