AUG: Automated UML Diagrams Generated by Large Language Models

figshare hosts a dataset supporting the AUG tool for automated UML diagram generation. The dataset likely contains evaluation data and benchmarks for UML class, use case, and sequence diagrams generated by the GLM4-9B model. The repository includes code, datasets, and evaluation data, with the dataset last updated on May 5, 2026.

Use Cases

• Benchmarking automated UML generation tools based on the provided evaluation data
• Training or fine-tuning language models for software engineering tasks based on the UML diagram corpus
• Studying the accuracy of model-generated diagrams based on reported precision, recall, and F1 scores
• Comparing model performance against tools like ChatGPT 4o based on the comparative evaluation results

Strengths

• Evaluation results show precision, recall, and F1 scores of 78.68%, 67.37%, and 72.59%, respectively
• A questionnaire study reported high user satisfaction and time efficiency for the tool
• The dataset is openly available under a CC-BY-4.0 license

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• The dataset is relatively small at 80.0 MB

Provenance

Source

figshare

Collection Method

Likely generated as part of the development and evaluation of the AUG tool.

Freshness

Last updated 2026-05-05 02:52:39