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Plot-to-Code Generation on Plot2Code

98.5Pass Rate

MM-ReCoder

Updated 16d ago

Evaluation Results

Method
MM-ReCoder 2026.04	98.5	62.7	-	-	5.24
MM-ReCoder 2026.04	97.7	62.2	-	-	5.17
Qwen3-VL-235B-A22B 2026.04	91.7	60.4	-	-	5.79
GPT-4o (reproduced) 2026.04	90.2	58.4	-	-	6.12
Qwen3-VL-235B-A22B 2026.04	90.2	60.9	-	-	5.93
MM-ReCoder-Single 2026.04	89.4	62.8	-	-	5.1
ChartSpec + 4k 2026.02	88.7	55.3	6.32	-	-
GPT-4o 2026.02	88.6	56.3	5.71	-	-
GPT-4o 2026.04	88.6	56.3	-	5.71	-
MM-ReCoder 2026.04	88.6	63.2	-	-	4.62
ChartCoder 2026.02	87.9	54.5	4.5	-	-
ChartCoder 2026.04	87.9	54.5	-	4.5	3.45
Qwen2.5-VL-72B 2026.04	87.1	55.4	-	-	4.96
ChartSpec + 3k 2026.02	86.4	50.3	6.28	-	-
InternVL2-Llama3-76B 2026.02	85.6	46.6	3.89	-	-
InternVL2-Llama3-76B 2026.04	85.6	46.6	-	3.89	-
Claude-3-opus 2026.02	84.1	57.5	4.37	-	-
GPT-4V 2026.02	84.1	57.7	6.48	-	-
Claude-3-opus 2026.04	84.1	57.5	-	3.8	-
GPT-4V 2026.04	84.1	57.7	-	5.58	-
Qwen3-VL-8B 2026.04	84.1	46.8	-	-	4.31
GPT-4o (reproduced) 2026.04	82.6	59.8	-	-	5.42
Qwen2.5-VL-72B 2026.04	82.6	55	-	-	4.67
InternVL2-26B 2026.02	81.3	43.1	3.42	-	-
InternVL2-26B 2026.04	81.3	43.1	-	3.42	-
Qwen2.5-VL-7B 2026.04	78.5	43.8	-	-	3.25
InternVL2-8B 2026.02	77.3	37.1	2.78	-	-
InternVL2-8B 2026.04	77.3	37.1	-	2.78	-
MiniCPM-Llama3-V2.5 2026.02	76.3	37.3	2.61	-	-
MiniCPM-Llama3-V2.5 2026.04	76.3	37.3	-	2.61	-
Qwen2.5-VL-7B 2026.04	75	47.8	-	-	3.51
Qwen2.5-VL-7B(backbone) 2026.02	73.5	47.1	4.71	-	-
Qwen3-VL-8B 2026.04	73.5	49	-	-	4.11
LLaVA-Next-Mistral-7B 2026.02	72	38.7	3.06	-	-
Qwen2-VL-72B 2026.02	72	53.4	4.26	-	-
LLaVA-Next-Mistral-7B 2026.04	72	38.7	-	2.87	-
Qwen2-VL-72B 2026.04	72	53.4	-	4.26	-
GeminiProVision 2026.02	68.2	53.6	5.06	-	-
Qwen2-VL-7B 2026.02	68.2	33.8	3.1	-	-
GeminiProVision 2026.04	68.2	53.6	-	3.69	-
Qwen2-VL-7B 2026.04	68.2	33.8	-	3.1	-
DeepSeek-VL-7B 2026.02	64.4	32.6	3.69	-	-
DeepSeek-VL-7B 2026.04	64.4	32.6	-	2.26	-
ChartLlama 2026.02	58.4	40.3	2.32	-	-
ChartLlama 2026.04	58.4	40.3	-	2.32	-
TinyChart 2026.02	43.2	44.6	2.19	-	-
TinyChart 2026.04	43.2	44.6	-	2.19	-