SciPanelForge: Paired Scientific Panel Images and Reproduction Code

SciPanelForge is a paired dataset linking original scientific paper panels with refined reproductions and the Python code used to create them. The dataset was prepared from the audited clean benchmark pool of SciFigure2Code and is hosted on Hugging Face by the author 'littlepeachs'. It was last updated on July 5, 2026.

Use Cases

• Training models for automated scientific figure reproduction based on original panel images.
• Benchmarking code-generation systems that produce visualization code from scientific images.
• Studying the relationship between visual scientific data and the executable code used to recreate it.

Strengths

• Each sample contains a paired original panel, refined reproduction, and corresponding Python code, providing a complete workflow.
• The dataset is derived from an audited clean benchmark pool, suggesting a focus on quality control.

Limitations

• The exact number of samples, file formats, and column-level documentation are unknown, limiting suitability assessment.
• License information is unavailable, which may restrict usage.
• Freshness should be verified as the last update timestamp is from the future (2026-07-05).

Provenance

Source

huggingface

Collection Method

Prepared from the audited clean benchmark pool of SciFigure2Code/benchmark_ready.

Freshness

Last updated 2026-07-05 08:51:34