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ResearchFormerly WizWand

Chart Question Answering on ChartQA Average

89.61AccuracyChartAgent
57.73466.009574.28582.5605Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ChartAgentbackbone=Qwen3VL-235b2025.1289.61
Qwen3VL-235bcategory=General MLLM2025.1286.08
ChartGemmacategory=Chart Model2025.1285.48
ChartAgentbackbone=Qwen3VL-30b2025.1284.92
ChartMoEcategory=Chart Model2025.1284.64
Gemini-2.5category=General MLLM2025.1282.45
Qwen3VL-30bcategory=General MLLM2025.1279.69
Claude4category=General MLLM2025.1279.44
Qwen2.5VL-72bcategory=General MLLM2025.1278.65
GPT-4ocategory=General MLLM2025.1277.52
TinyChartcategory=Chart Model2025.1276.6
ChartInstructcategory=Chart Model2025.1275.84
ChartLlamacategory=Chart Model2025.1275.76
ChartVLMcategory=Chart Model2025.1262.28
MatChacategory=Chart Model2025.1261.88
UniChartcategory=Chart Model2025.1258.96