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Chart Question Answering research benchmarks – Page 3 · SOTA2 Research

Chart Question Answering

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multi-Agent Inference

4,158Total Inference Time (s)

2

Apr 7, 2026

MSMB N = 244 (Overall)

81.15Accuracy

2

Mar 31, 2026

MSMB Misleading N = 122

68.03Accuracy

2

Mar 31, 2026

MSMB Standard N = 122

94.26Accuracy

2

Mar 31, 2026

PlotQA-D (test)

22.52Accuracy

2

Feb 26, 2026

LeafQA-D (test)

92.22Accuracy

2

Feb 26, 2026

FigurQA-D (test)

93.26Accuracy

2

Feb 26, 2026

FigureQA Alternated Colors 2 (test)

98.41Accuracy (vBar)

1

Feb 26, 2026

FigureQA Same Colors 1 (test)

98.79vBar Accuracy

1

Feb 26, 2026

Page 3 of 3

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