Hallucination Evaluation on MME Position
48.3Score (Zh)VCD
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| VCDBackbone=LLaVA-1.52025.06 | 48.3 | — | 93 | 60 | 51.7 | 56.7 | — | — | 61.93 | |
| BaselineBackbone=LLaVA-1.52025.06 | 53.3 | 118.3 | 63.3 | 55 | 50 | 46.7 | — | — | 53.67 | |
| BaselineBackbone=Qwen-VL-Chat2025.06 | 63.3 | 131.7 | 120 | 93.3 | — | — | 45 | 105 | 85.33 | |
| CLAIMBackbone=LLaVA-1.52025.06 | 78.3 | 66.7 | 85 | 86.7 | 58.3 | — | — | — | 75 | |
| VCDBackbone=Qwen-VL-Chat2025.06 | 78.3 | — | 101.7 | 101.7 | — | — | 43.3 | 93.3 | 83.67 | |
| CLAIMBackbone=Qwen-VL-Chat2025.06 | 116.7 | 63.3 | 103.3 | 55 | — | — | 106 | — | 88.86 |