Family
Benchmark · 2026
RealChart2Code
A chart-to-code benchmark built from real source data, multi-panel tasks, and iterative refinement.
Open the primary source ↗Task
Create and revise realistic charts from source data, including multi-panel compositions.
Evidence
Execution, code, structure, visual-fidelity, and refinement measures.
What it establishes
Exposes transfer loss from simpler reconstruction and demonstrates that requested edits can regress previously correct work.
What it does not establish
Its aggregate result is not a prevalence estimate for ordinary professional chart work or accepted production output.
Related entities
Continue through the library.
- Plot2CodeA benchmark for reconstructing a scientific plot as executable plotting code from its image.
- Text2VisAn end-to-end benchmark combining data, a question, an answer, chart code, and annotated visual evidence.
- Dashboard2CodeA benchmark for reconstructing interactive Plotly Dash applications from screenshots, optional DOM, and interaction.