Visual Hallucination on CHAIR
15.3CHAIR ScoreBase
Evaluation Results
| Method | Links | |
|---|---|---|
| BaseModel=LLaVA-1.5-7B2026.05 | 15.3 | |
| PruneHalModel=LLaVA-1.5-7B2026.05 | 15.1 | |
| VASparseModel=LLaVA-1.5-7B2026.05 | 14.9 | |
| VCDModel=LLaVA-1.5-7B2026.05 | 14.3 | |
| TruthPrIntModel=LLaVA-1.5-7B2026.05 | 14.1 | |
| ASDModel=LLaVA-1.5-7B2026.05 | 13.8 | |
| AODModel=LLaVA-1.5-7B2026.05 | 13.3 | |
| BaseModel=Qwen2.5-VL-7B2026.05 | 8.4 | |
| VCDModel=Qwen2.5-VL-7B2026.05 | 7.9 | |
| VASparseModel=Qwen2.5-VL-7B2026.05 | 7.8 | |
| TruthPrIntModel=Qwen2.5-VL-7B2026.05 | 7.5 | |
| ASDModel=Qwen2.5-VL-7B2026.05 | 7.2 | |
| BaseModel=InternVL3-8B2026.05 | 6.9 | |
| PruneHalModel=Qwen2.5-VL-7B2026.05 | 6.8 | |
| TruthPrIntModel=InternVL3-8B2026.05 | 6.8 | |
| ASDModel=InternVL3-8B2026.05 | 6.7 | |
| VCDModel=InternVL3-8B2026.05 | 6.6 | |
| VASparseModel=InternVL3-8B2026.05 | 6.3 | |
| PruneHalModel=InternVL3-8B2026.05 | 6 | |
| AODModel=InternVL3-8B2026.05 | 5.6 | |
| AODModel=Qwen2.5-VL-7B2026.05 | 5 |