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ResearchFormerly WizWand

NumberQA on ChartBench (test)

73.25Relaxed AccuracyChartAgent (Qwen3vl-235b)
19.232433.256247.2861.3038Dec 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ChartAgent (Qwen3vl-235b)Model Category=General MLLMs, Base Model=Qwen3VL-235b2025.1273.25
Qwen3VL-235bModel Category=General MLLMs2025.1271.48
ChartAgent (Qwen3vl-30b)Model Category=General MLLMs, Base Model=Qwen3VL-30b2025.1268.46
Claude4Model Category=General MLLMs2025.1263.86
Qwen3VL-30bModel Category=General MLLMs2025.1263.81
Gemini-2.5 FlashModel Category=General MLLMs2025.1263.26
Qwen2.5VL-72bModel Category=General MLLMs2025.1263.11
ChartMoEModel Category=Chart Models2025.1251.67
TinyChartModel Category=Chart Models2025.1247.86
GPT-4oModel Category=General MLLMs2025.1245.33
ChartGemmaModel Category=Chart Models2025.1238.46
ChartVLMModel Category=Chart Models2025.1232.19
ChartInstructModel Category=Chart Models2025.1231.75
UniChartModel Category=Chart Models2025.1227.44
MatChaModel Category=Chart Models2025.1225.86
ChartLlamaModel Category=Chart Models2025.1221.31