Multimodal Manipulation Detection on MDSM (test)
82ACCCORE_Gemma
Evaluation results
| Method | Links | |
|---|---|---|
| CORE_GemmaNumber of samples=7502026.06 | 82 | |
| CORE_GemmaNumber of samples=5002026.06 | 79.3 | |
| CORE_QwenNumber of samples=7502026.06 | 74.5 | |
| CORE_QwenNumber of samples=5002026.06 | 74.1 | |
| CORE_QwenNumber of samples=2002026.06 | 70.1 | |
| CORE_GemmaNumber of samples=2002026.06 | 70 | |
| CORE_QwenNumber of samples=1002026.06 | 69 | |
| CORE_GemmaNumber of samples=1002026.06 | 68.4 | |
| Gemma3-4BNumber of samples=7502026.06 | 63 | |
| HAMMERNumber of samples=7502026.06 | 62.2 | |
| HAMMER++Number of samples=7502026.06 | 62.2 | |
| RamDGNumber of samples=7502026.06 | 61.7 | |
| Qwen2.5VL-3BNumber of samples=7502026.06 | 60.3 | |
| HAMMER++Number of samples=5002026.06 | 60 | |
| HAMMERNumber of samples=5002026.06 | 59.8 | |
| RamDGNumber of samples=5002026.06 | 58.7 | |
| Qwen2.5VL-3BNumber of samples=5002026.06 | 58.1 | |
| Gemma3-4BNumber of samples=5002026.06 | 57.7 | |
| SeedVL-1.5Number of samples=1002026.06 | 57.2 | |
| SeedVL-1.5Number of samples=2002026.06 | 57.2 | |
| SeedVL-1.5Number of samples=5002026.06 | 57.2 | |
| SeedVL-1.5Number of samples=7502026.06 | 57.2 | |
| Qwen3VL-235BNumber of samples=1002026.06 | 56.2 | |
| Qwen3VL-235BNumber of samples=2002026.06 | 56.2 | |
| Qwen3VL-235BNumber of samples=5002026.06 | 56.2 | |
| Qwen3VL-235BNumber of samples=7502026.06 | 56.2 | |
| HAMMER++Number of samples=2002026.06 | 54 | |
| HAMMERNumber of samples=2002026.06 | 53.9 | |
| RamDGNumber of samples=2002026.06 | 53.7 | |
| Qwen2.5VL-3BNumber of samples=2002026.06 | 53.2 | |
| Gemma3-27BNumber of samples=1002026.06 | 52.9 | |
| Gemma3-27BNumber of samples=2002026.06 | 52.9 | |
| Gemma3-27BNumber of samples=5002026.06 | 52.9 | |
| Gemma3-27BNumber of samples=7502026.06 | 52.9 | |
| Gemma3-4BNumber of samples=2002026.06 | 52 | |
| AMDNumber of samples=7502026.06 | 51.3 | |
| FKA-OwlNumber of samples=7502026.06 | 51.1 | |
| LLaMA3.2-90BNumber of samples=1002026.06 | 50.8 | |
| LLaMA3.2-90BNumber of samples=2002026.06 | 50.8 | |
| LLaMA3.2-90BNumber of samples=5002026.06 | 50.8 | |
| LLaMA3.2-90BNumber of samples=7502026.06 | 50.8 | |
| Qwen2.5VL-3BNumber of samples=1002026.06 | 50.3 | |
| Gemma3-4BNumber of samples=1002026.06 | 49.8 | |
| RamDGNumber of samples=1002026.06 | 48.9 | |
| HAMMERNumber of samples=1002026.06 | 48.1 | |
| HAMMER++Number of samples=1002026.06 | 48 | |
| FKA-OwlNumber of samples=5002026.06 | 45.3 | |
| AMDNumber of samples=5002026.06 | 43.9 | |
| FKA-OwlNumber of samples=2002026.06 | 43.8 | |
| FKA-OwlNumber of samples=1002026.06 | 41.3 | |
| AMDNumber of samples=2002026.06 | 40.7 | |
| AMDNumber of samples=1002026.06 | 38.2 |