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Benchmark · 2024
Plot2Code
A benchmark for reconstructing a scientific plot as executable plotting code from its image.
Open the primary source ↗Task
Given a scientific plot image, generate code that executes and visually recreates it.
Evidence
Code execution, text match, CLIP similarity, and multimodal quality ratings.
What it establishes
Measures single-plot code reconstruction and visible resemblance under the benchmark conditions.
What it does not establish
It does not test whether the source data, analytical question, or design choice is appropriate.
Useful for
Audience routes that point here.
Related entities
Continue through the library.
- RealChart2CodeA chart-to-code benchmark built from real source data, multi-panel tasks, and iterative refinement.
- Text2VisAn end-to-end benchmark combining data, a question, an answer, chart code, and annotated visual evidence.
- MatPlotAgentA plotting agent evaluated with MatPlotBench that adds execution, debugging, and rendered visual feedback.