Chart Insight Summarization on ChartSummInsight
0.65ID-RCLlaVa-7b
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LlaVa-7bparameter_count=7B2026.02 | 0.65 | 0.63 | 2.29 | |
| QwenVL-plus-oursbackbone=Qwen-VL-plus, framework=Chart Insight Agent Flow2026.02 | 0.65 | 0.63 | 4.67 | |
| InternVL-8bparameter_count=8B2026.02 | 0.64 | 0.62 | 3.97 | |
| QwenVL-plus2026.02 | 0.62 | 0.6 | 4.14 | |
| QwenVL-3bparameter_count=3B2026.02 | 0.54 | 0.53 | 3.68 | |
| QwenVL-7bparameter_count=7B2026.02 | 0.54 | 0.52 | 4.09 | |
| InternVL-2bparameter_count=2B2026.02 | 0.54 | 0.53 | 3.25 | |
| ChartInstruct2026.02 | 0.45 | 0.44 | 2.25 | |
| ChartGemma2026.02 | 0.38 | 0.37 | 2.71 | |
| ChartLlama2026.02 | 0.32 | 0.32 | 1.91 | |
| Unichart2026.02 | 0.27 | 0.27 | 1.22 | |
| Matcha2026.02 | 0.11 | 0.11 | 1.16 |