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Papers Benchmarks Datasets Tasks

Chart Understanding research benchmarks – Page 2 · SOTA2 Research

Chart Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.7Gain Score

6

May 21, 2026

CharXiv descriptive

92.6Score

6

Mar 12, 2026

CharXiv Data Queries

86.3Score

6

Feb 26, 2026

SEED-Bench 2 Plus

0.724Accuracy

4

Mar 12, 2026

Qwen2.5-VL-7B-Instruct + GRPO + KAWHI

72.2Accuracy

3

Mar 31, 2026

83.56Relaxed Score

3

Feb 26, 2026

ChartQA avg (test)

—

—Avg Relaxed Accuracy

0

Feb 26, 2026

Page 2 of 2

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ChartQA CharXiv AI2D ChartX SEED-Bench

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