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Papers Benchmarks Datasets Tasks

ChartX dataset and benchmarks · SOTA2 Research

Research Datasets

ChartX

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Chart understanding

ChartX

83.51GPT Score

31

Chart-to-Code Generation

ChartX full (test)

3.59GPT Score

18

Chart Question Answering

ChartX

62.33QA Score

16

ChartX

2.65GPT-4o Score

16

Chart Question Answering

ChartX (test)

92.99Annotated Accuracy

9

Chart Data Recovery

ChartX both-executable

100Execution Rate (Box)

8

Chart Data Recovery

ChartX original setting

96Box Execution Rate

8

Chart Understanding

ChartX

53.5RQ

8

Chart-to-table extraction

ChartX (val)

95.8Recall

7

ChartX SE

44.55AP-Strict

5

Popular tasks

Chart Understanding Chart Question Answering Chart Data Recovery Chart-to-code Generation Chart Parsing

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