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Chart2Code on ChartMimic

97.5Execution Rate

MM-ReCoder

Updated 16d ago

Evaluation Results

Method	Links
MM-ReCoder 2026.04		97.5	86.5	84.9
GPT-4o (reproduced) 2026.04		96.7	82.9	86.8
MM-ReCoder 2026.04		96.5	84.8	84.7
Qwen3-VL-235B-A22B 2026.04		95.5	81.3	87.2
MM-ReCoder-Single 2026.04		95	84.3	83.7
GPT-4o (reproduced) 2026.04		94	81.8	83.7
GPT-4o 2026.04		93.2	79	83.5
Qwen2.5-VL-72B 2026.04		93.2	75.9	77.6
Qwen3-VL-235B-A22B 2026.04		93.2	80.9	85.9
MM-ReCoder 2026.04		92.5	83.5	81.2
ChartCoder 2026.04		91.4	77.4	74
GPT-4V 2026.04		91.2	76.4	78.9
Qwen2.5-VL-72B 2026.04		89.5	72.3	74.7
Qwen3-VL-8B 2026.04		85.5	66.6	71.1
Claude-3-opus 2026.04		83.3	60.5	60.1
InternVL2-Llama3-76B 2026.04		83.2	54.8	62.2
MiniCPM-Llama3-V2.5 2026.04		80.3	36.6	42.1
Qwen3-VL-8B 2026.04		74.8	65.1	66.2
Qwen2.5-VL-7B 2026.04		74.3	57.2	50.5
Qwen2-VL-72B 2026.04		73.3	54.4	50.9
Qwen2.5-VL-7B 2026.04		71.5	56.2	49.6
InternVL2-26B 2026.04		69.3	41.4	47.4
GeminiProVision 2026.04		68.2	53.8	53.3
Qwen2-VL-7B 2026.04		67	32.9	35
InternVL2-8B 2026.04		61.8	34.4	38.9
LLaVA-Next-Mistral-7B 2026.04		59.7	20.7	21.3
ChartLlama 2026.04		57.5	24.8	28.1
TinyChart 2026.04		42.5	26.3	25.9
DeepSeek-VL-7B 2026.04		41.3	19	17.6
ChartVLM-L 2026.04		19.5	15.8	13.9