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Papers Benchmarks Datasets Tasks

Text-to-Visualization research benchmarks · SOTA2 Research

Text-to-Visualization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.97Code Exec Success (%)

14

Feb 26, 2026

MedicalVis Clean

62.77Accuracy (Acc)

8

Mar 11, 2026

91ASR

8

Mar 11, 2026

MedicalVis Poison

62.55Accuracy

4

Mar 11, 2026

RL-Text2Vis-14B

96Code Execution Success

4

Feb 26, 2026

VIS-Eval (test)

RL-Text2Vis-14B

0.74Code Execution Success Rate

4

Feb 26, 2026

PandasPlotBench (test)

RL-Text2Vis-14B

79Code Exec Success

3

Feb 26, 2026

Popular datasets

NVBench MedicalVis VIS-Eval PandasPlotBench Text2Vis

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