Hallucination Robustness on Hallusion-Bench
65.35aAccSceneAlign
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SceneAlignModel=Qwen3-VL-4B2026.01 | 65.35 | 41.05 | 41.78 | |
| SceneAlignModel=Qwen2.5-VL-7B2026.01 | 62.88 | 37.57 | 38.02 | |
| SFTModel=Qwen3-VL-4B2026.01 | 62.1 | 39.45 | 39.2 | |
| SceneAlignModel=InternVL3-8B2026.01 | 61.72 | 36.88 | 35.01 | |
| SFTModel=Qwen2.5-VL-7B2026.01 | 60.34 | 36.72 | 35.84 | |
| SceneAlignModel=Qwen2.5-VL-3B2026.01 | 58.25 | 34.59 | 33.64 | |
| SFTModel=InternVL3-8B2026.01 | 57.84 | 32.96 | 31.42 | |
| BaseModel=Qwen3-VL-4B2026.01 | 57.65 | 34.28 | 34.2 | |
| BaseModel=Qwen2.5-VL-7B2026.01 | 57.31 | 33.24 | 32.09 | |
| SFTModel=Qwen2.5-VL-3B2026.01 | 53.28 | 28.15 | 28.36 | |
| BaseModel=InternVL3-8B2026.01 | 49.58 | 26.03 | 24.45 | |
| SceneAlignModel=LLaVA-Next-8B2026.01 | 46.89 | 24.57 | 18.02 | |
| LLaVA-ReasonerModel=LLaVA-Next-8B2026.01 | 41.85 | 20.81 | 12.53 | |
| AoTModel=LLaVA-Next-8B2026.01 | 41.64 | 20.23 | 14.95 | |
| SFTModel=LLaVA-Next-8B2026.01 | 39.35 | 20.02 | 14.74 | |
| BaseModel=Qwen2.5-VL-3B2026.01 | 34.28 | 17.05 | 20.66 | |
| BaseModel=LLaVA-Next-8B2026.01 | 26.81 | 18.79 | 12.75 |