Chart Reconstruction on ChartMimic benchmark leaderboard · SOTA2 Research

Chart Reconstruction on ChartMimic

93.5Execution RateChartSpec

Evaluation Results

Method	Links
ChartSpec2026.02		93.5	80.5	92.8	82	67	80.6	84.2	82.4
GPT-4o2026.02		93.2	81.5	89.8	77.3	67.2	79	83.5	81.2
ChartCoder2026.02		91.4	67.2	95	78.5	69	77.4	74	75.7
ChartSpec2026.02		90.2	73.7	90.7	83.7	65.7	78.4	81.4	79.9
Claude-3-opus2026.02		83.3	66.8	83.1	49.9	42.1	60.5	60.1	60.3
InternVL2-Llama3-76B2026.02		83.2	54.1	74.5	49.2	41.5	54.8	62.2	58.5
ChartVLM-L2026.02		83.2	—	—	—	—	15.8	13.9	14.9
MiniCPM-Llama3-V-2.52026.02		80.3	30.7	49.6	38.6	27.6	36.6	42.1	39.4
InternVL2-26B2026.02		69.3	39.2	58.7	35.9	31.8	41.4	47.4	44.4
Qwen2.5-VL-7B(backbone)2026.02		69.2	52	77.2	74.3	47.1	62.7	63.2	63
GeminiProVision2026.02		68.2	52.6	64.2	51.3	47.1	53.8	53.3	53.6
Qwen2-VL-7B2026.02		67	26.4	51	31	23.3	32.9	35	34
InternVL2-4B2026.02		66.2	34.7	51.7	25.2	23.6	33.8	38.4	36.1
InternVL2-8B2026.02		61.8	31.5	51.1	28.6	26.2	34.4	38.9	36.6
LLaVA-Next-Mistral-7B2026.02		59.7	14	31.1	19.8	17.8	20.7	21.3	21
ChartLlama2026.02		57.5	—	—	—	—	24.8	28.1	26.5
InternVL2-2B2026.02		52.5	23.6	35.8	16	15.4	22.7	24.2	23.5
LLaVA-Next-Yi-34B2026.02		50.2	15.9	29.6	17.6	15.2	19.6	20.6	20.1
Qwen2-VL-2B2026.02		47	20.1	29.5	21.3	17.9	22.2	23.4	22.8
TinyChart2026.02		42.5	—	—	—	—	26.3	25.9	26.1
DeepSeek-VL-7B2026.02		41.3	15.3	26.6	19.7	14.5	19	20.4	19.7