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Papers Benchmarks Datasets Tasks

Chart-based Question Answering research benchmarks · SOTA2 Research

Chart-based Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Claude Sonnet 3.7

76.9Accuracy

52

Apr 6, 2026

ChartWalker Bench

56.03Overall Correctness@5

18

Jun 24, 2026

65.11Accuracy

12

Feb 26, 2026

58.64Accuracy

12

Feb 26, 2026

Popular datasets

ChartQA EvoChart-QA ChartBench ChartWalker Bench

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