PandasPlotBench

PandasPlotBench PandasPlotBench is a benchmark to assess the capability of models in writing the code for visualizations given the description of the Pandas DataFrame. 🛠️ Task. Given the plotting task and the description of a Pandas DataFrame, write the code to build a plot. The dataset is based on the MatPlotLib gall

Papers using PandasPlotBench (4)

Code Aesthetics with Agentic Reward Feedback2025VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation2025VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation2025Drawing Pandas: A Benchmark for LLMs in Generating Plotting Code2024 · 1 cites