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Chart Summarization research benchmarks · SOTA2 Research

Chart Summarization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

41.4BLEU4 (Statista)

6

Feb 26, 2026

Qwen2.5-VL-3B+PoT

3.1BLEU

5

May 29, 2026

Qwen2.5-VL-3B+PoT

1.7BLEU Score

4

May 29, 2026

SciCap First sentence

62.4CHATS-CRITIC

4

Feb 26, 2026

Chart-to-Text Pew (test)

39.4BLEU

4

Feb 26, 2026

Pew and Statista Chart-to-Text 150 samples (test)

3.97Human Score

4

Feb 26, 2026

Chart-to-Text Statista (test)

38.21BLEU Score

3

Feb 26, 2026

Popular datasets

Chart-to-Text Pew and Statista SciCap VisText Pew

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