Chart-to-code generation on Chart2NCode Chart2LaTeX (test)
3.9Error Rate (ER)DeepSeek-VL2-3B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepSeek-VL2-3BModel Category=Open-source2026.04 | 3.9 | 42.7 | 1.9 | |
| Phi-3.5-vision-4BModel Category=Open-source2026.04 | 7.9 | 42.9 | 5.1 | |
| InternVL3.5-2BModel Category=Open-source2026.04 | 9.6 | 52.6 | 4.7 | |
| ChartMoE-8BModel Category=Open-source2026.04 | 17.1 | 27.9 | 11.1 | |
| ChartCoder-7BModel Category=Open-source2026.04 | 17.9 | 39.1 | 10.6 | |
| ChartLlama-13BModel Category=Open-source2026.04 | 21.7 | 32.5 | 10.2 | |
| InternVL3.5-4BModel Category=Open-source2026.04 | 25.7 | 55.5 | 14.7 | |
| GPT-5-miniModel Category=Proprietary2026.04 | 49.7 | 75.2 | 41.1 | |
| Qwen3-VL-2BModel Category=Open-source2026.04 | 56 | 60.8 | 37.4 | |
| Qwen3-VL-4BModel Category=Open-source2026.04 | 62.4 | 68.6 | 45.2 | |
| Qwen3-VL-8BModel Category=Open-source2026.04 | 77.3 | 66.8 | 57.1 | |
| LLaVA-v1.6-7BModel Category=Open-source2026.04 | 77.3 | 42.4 | 42.2 | |
| Claude-Haiku-3.5Model Category=Proprietary2026.04 | 78.2 | 57.3 | 55.3 | |
| InternVL3.5-8BModel Category=Open-source2026.04 | 81.1 | 57.1 | 53.3 | |
| CharLuMA-1.3BModel Category=Open-source2026.04 | 84.5 | 71.3 | 65.1 | |
| GPT-4oModel Category=Proprietary2026.04 | 88.4 | 72.4 | 69.8 | |
| CharLuMA-6.7BModel Category=Open-source2026.04 | 89 | 72.5 | 74.2 | |
| Claude-Sonnet-4Model Category=Proprietary2026.04 | 92.7 | 76 | 72.2 | |
| GPT-4o-miniModel Category=Proprietary2026.04 | 94.7 | 61.2 | 70.4 |