Chart Understanding on ChartQA (ChartQA Score)
91.7ChartQA ScoreMiMo-VL-RL
Evaluation results
| Method | Links | |
|---|---|---|
| MiMo-VL-RLLLM Backbone=MiMo-7B, Open Data=false, Super-Image (SI)=false2025.12 | 91.7 | |
| Claude 3.5 SonnetOpen Data=false, Super-Image (SI)=false2025.12 | 90.8 | |
| Qwen2.5-VLLLM Backbone=Qwen2.5-7B, Open Data=false, Super-Image (SI)=false2025.12 | 87.3 | |
| Gemini-1.5 ProOpen Data=false, Super-Image (SI)=false2025.12 | 87.2 | |
| Dream-VLLLM Backbone=Dream 7B, Open Data=true, Super-Image (SI)=true2025.12 | 86.8 | |
| InternVL3LLM Backbone=Qwen2.5-7B, Open Data=false, Super-Image (SI)=false2025.12 | 86.6 | |
| MAmmoTH-VLLLM Backbone=Qwen2.5-7B, Open Data=true, Super-Image (SI)=false2025.12 | 86.2 | |
| DeepSeek-VL2LLM Backbone=DeepSeek-MoE 27B, Open Data=false, Super-Image (SI)=false2025.12 | 86 | |
| MAmmoTH-VLLLM Backbone=Qwen2.5-7B, Open Data=true, Super-Image (SI)=true2025.12 | 85.9 | |
| GPT-4oOpen Data=false, Super-Image (SI)=false2025.12 | 85.7 | |
| Dream-VLLLM Backbone=Dream 7B, Open Data=true, Super-Image (SI)=false2025.12 | 84.5 | |
| Molmo-8B-DLLM Backbone=Qwen2 7B, Open Data=true, Super-Image (SI)=false2025.12 | 84.1 | |
| LLaVA-OVLLM Backbone=Qwen2-7B, Open Data=true, Super-Image (SI)=false2025.12 | 80 | |
| LLaVA-OVLLM Backbone=Qwen2-7B, Open Data=true, Super-Image (SI)=true2025.12 | 78.8 | |
| LLaDA-VLLM Backbone=LLaDA 8B, Open Data=true, Super-Image (SI)=false2025.12 | 78.3 | |
| Cambrian-1LLM Backbone=LLaMA3-8B, Open Data=true, Super-Image (SI)=false2025.12 | 73.3 | |
| Llava-CoT-11BLLM Backbone=LLaMA-3.2-11B, Open Data=true, Super-Image (SI)=false2025.12 | 67 | |
| DimpleLLM Backbone=Dream 7B, Open Data=true, Super-Image (SI)=false2025.12 | 63.4 | |
| LaViDa-DLLM Backbone=Dream 7B, Open Data=true, Super-Image (SI)=false2025.12 | 61 |