Hallucination Evaluation on HalBench
76.7ScoreQwen3-VL-8B-Thinking + DiG
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-VL-8B-Thinking + DiGParameter Scale=8B, Thinking Mode=true, Grounding Strategy=DiG2025.12 | 76.7 | |
| Qwen3-VL-4B-Thinking + DiGParameter Scale=4B, Thinking Mode=true, Grounding Strategy=DiG2025.12 | 73.8 | |
| Qwen3-VL-8B-ThinkingParameter Scale=8B, Thinking Mode=true2025.12 | 73.3 | |
| Qwen3-VL-4B-ThinkingParameter Scale=4B, Thinking Mode=true2025.12 | 70.1 | |
| DAMOBackbone=Qwen2-VL-2B-Instruct2026.06 | 58.3 | |
| PAIBackbone=Qwen2-VL-2B-Instruct2026.06 | 57.8 | |
| FADEBackbone=Qwen2-VL-2B-Instruct2026.06 | 57.2 | |
| InternVL2.5-78BParameter Scale=78B2025.12 | 57.1 | |
| GreedyBackbone=Qwen2-VL-2B-Instruct2026.06 | 56.8 | |
| VCDBase Model=Qwen2.5-VL-7B-Instruct2026.06 | 56.2 | |
| DCLABackbone=Qwen2-VL-2B-Instruct2026.06 | 56.1 | |
| GreedyBase Model=Qwen2.5-VL-7B-Instruct2026.06 | 55.9 | |
| PAIBase Model=Qwen2.5-VL-7B-Instruct2026.06 | 55.7 | |
| VCDBackbone=Qwen2-VL-2B-Instruct2026.06 | 55.3 | |
| Qwen2.5-VL-72BParameter Scale=72B2025.12 | 55.2 | |
| DAMOBase Model=Qwen2.5-VL-7B-Instruct2026.06 | 55.2 | |
| FADEBase Model=Qwen2.5-VL-7B-Instruct2026.06 | 55.2 | |
| DCLABase Model=Qwen2.5-VL-7B-Instruct2026.06 | 54.9 | |
| DAMOModel=InternVL3-8B2026.06 | 51.94 | |
| GreedyModel=InternVL3-8B2026.06 | 50.32 | |
| Qwen2.5-VL-7BParameter Scale=7B2025.12 | 50.1 | |
| PAIModel=InternVL3-8B2026.06 | 50.06 | |
| DCLAModel=InternVL3-8B2026.06 | 49.23 | |
| FADEModel=InternVL3-8B2026.06 | 48.34 | |
| VCDModel=InternVL3-8B2026.06 | 47.5 |