| cff-version: 1.2.0 |
| message: "If you use this dataset, please cite the accompanying paper." |
| title: "FailDiag: Selected Program Failure Diagnosis Benchmark" |
| abstract: >- |
| FailDiag is a benchmark of 600 real C++ selected-failure diagnosis |
| cases drawn from 110 introductory and data-structures programming |
| tasks. Each case pairs a faulty student program with one selected expected-versus-observed |
| failure, same-lineage repair evidence, and a structured diagnostic reference. The benchmark |
| evaluates whether a diagnosis identifies the defect that explains the selected failure |
| rather than any defect in the program. |
| type: dataset |
| date-released: "2026-09-03" |
| license: CC-BY-4.0 |
| doi: 10.5281/zenodo.22269090 |
| identifiers: |
| - type: doi |
| value: 10.5281/zenodo.22269090 |
| description: "Archived frozen release (version DOI). Cite this for exact reproduction." |
| - type: doi |
| value: 10.5281/zenodo.22269089 |
| description: "Concept DOI resolving to the latest version." |
| repository: "https://huggingface.co/datasets/huytran1499/FailDiag" |
| url: "https://doi.org/10.5281/zenodo.22269090" |
| authors: |
| - family-names: "Tran" |
| given-names: "Huy" |
| email: "tranhuy@hcmut.edu.vn" |
| affiliation: "Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, VNU-HCM, Ho Chi Minh City, Vietnam" |
| - family-names: "Nguyen" |
| given-names: "Thanh Thi" |
| email: "tnguyen5@usc.edu.au" |
| affiliation: "School of Science, Technology and Engineering, University of the Sunshine Coast, Moreton Bay, Australia" |
| keywords: |
| - program failure diagnosis |
| - fault localization |
| - large language models |
| - computing education |
| - C++ |
| preferred-citation: |
| type: unpublished |
| title: "FailDiag: Evaluating LLMs for Diagnosis of Selected Program Failures" |
| authors: |
| - family-names: "Tran" |
| given-names: "Huy" |
| email: "tranhuy@hcmut.edu.vn" |
| affiliation: "Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology, VNU-HCM, Ho Chi Minh City, Vietnam" |
| - family-names: "Nguyen" |
| given-names: "Thanh Thi" |
| email: "tnguyen5@usc.edu.au" |
| affiliation: "School of Science, Technology and Engineering, University of the Sunshine Coast, Moreton Bay, Australia" |
| notes: >- |
| Manuscript. Publication status pending; no DOI has been assigned yet. This entry will be |
| updated once a DOI exists. |
|
|
