Published November 4, 2025 | Version 1.0.0
Dataset Open

EnvTrace: Experiments VISION Coding Datasets

Description

This archive contains experiment outputs generated using the EnvTrace method for code scoring on the VISION coding datasets.

Results are described in the paper "EnvTrace: Simulation-Based Semantic Evaluation of LLM Code via Execution Trace Alignment - Demonstrated at Synchrotron Beamlines" (pending release).

Files

EnvTrace_experiments.zip

Files (98.1 MB)

Name Size Download all
md5:61229997d75dea73f0ef2cba3a039f3f
98.1 MB Preview Download

Additional details

Related works

Continues
Conference paper: 10.1088/2632-2153/add9e4 (DOI)

Funding

United States Department of Energy
Early Career Research Program

Software

Repository URL
https://github.com/cfn-softbio/VISION
Programming language
Python
Development Status
Active