Multimodal Manipulation Detection on NewsCLIPpings (test)
71AccuracyCORE_Qwen
Evaluation results
| Method | Links | |
|---|---|---|
| CORE_QwenNumber of samples=7502026.06 | 71 | |
| CORE_QwenNumber of samples=5002026.06 | 70.9 | |
| CORE_GemmaNumber of samples=7502026.06 | 70.9 | |
| CORE_QwenNumber of samples=2002026.06 | 70.7 | |
| CORE_GemmaNumber of samples=5002026.06 | 69.6 | |
| CORE_GemmaNumber of samples=2002026.06 | 68.4 | |
| CORE_QwenNumber of samples=1002026.06 | 64.3 | |
| CORE_GemmaNumber of samples=1002026.06 | 63 | |
| SeedVL-1.5Number of samples=1002026.06 | 62.4 | |
| SeedVL-1.5Number of samples=2002026.06 | 62.4 | |
| SeedVL-1.5Number of samples=5002026.06 | 62.4 | |
| SeedVL-1.5Number of samples=7502026.06 | 62.4 | |
| Gemma3-4BNumber of samples=7502026.06 | 61.4 | |
| Qwen3VL-235BNumber of samples=1002026.06 | 61.3 | |
| Qwen3VL-235BNumber of samples=2002026.06 | 61.3 | |
| Qwen3VL-235BNumber of samples=5002026.06 | 61.3 | |
| Qwen3VL-235BNumber of samples=7502026.06 | 61.3 | |
| Qwen2.5VL-3BNumber of samples=7502026.06 | 60.4 | |
| Gemma3-27BNumber of samples=1002026.06 | 58.8 | |
| Gemma3-27BNumber of samples=2002026.06 | 58.8 | |
| Gemma3-27BNumber of samples=5002026.06 | 58.8 | |
| Gemma3-27BNumber of samples=7502026.06 | 58.8 | |
| LLaMA3.2-90BNumber of samples=1002026.06 | 57.9 | |
| LLaMA3.2-90BNumber of samples=2002026.06 | 57.9 | |
| LLaMA3.2-90BNumber of samples=5002026.06 | 57.9 | |
| LLaMA3.2-90BNumber of samples=7502026.06 | 57.9 | |
| HAMMERNumber of samples=5002026.06 | 57.4 | |
| HAMMER++Number of samples=5002026.06 | 57.4 | |
| HAMMERNumber of samples=7502026.06 | 57.3 | |
| HAMMER++Number of samples=7502026.06 | 57.3 | |
| RamDGNumber of samples=7502026.06 | 57.3 | |
| Qwen2.5VL-3BNumber of samples=5002026.06 | 57.2 | |
| RamDGNumber of samples=5002026.06 | 57.1 | |
| Gemma3-4BNumber of samples=5002026.06 | 57 | |
| RamDGNumber of samples=2002026.06 | 56.9 | |
| HAMMERNumber of samples=2002026.06 | 56.2 | |
| HAMMER++Number of samples=2002026.06 | 56 | |
| RamDGNumber of samples=1002026.06 | 55.3 | |
| HAMMER++Number of samples=1002026.06 | 54.5 | |
| HAMMERNumber of samples=1002026.06 | 54.4 | |
| Qwen2.5VL-3BNumber of samples=2002026.06 | 51.9 | |
| Gemma3-4BNumber of samples=2002026.06 | 51 | |
| FKA-OwlNumber of samples=7502026.06 | 50 | |
| FKA-OwlNumber of samples=5002026.06 | 49.8 | |
| Qwen2.5VL-3BNumber of samples=1002026.06 | 49.8 | |
| Gemma3-4BNumber of samples=1002026.06 | 48.9 | |
| FKA-OwlNumber of samples=2002026.06 | 48 | |
| AMDNumber of samples=7502026.06 | 46.7 | |
| AMDNumber of samples=5002026.06 | 45.6 | |
| FKA-OwlNumber of samples=1002026.06 | 45.4 | |
| AMDNumber of samples=2002026.06 | 42.1 | |
| AMDNumber of samples=1002026.06 | 40.4 |