Datasets › DeepFix
DeepFix
DeepFix consists of a program repair dataset (fix compiler errors in C programs). It enables research around automatically fixing programming errors using deep learning.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Program Repair | DeepFix | DrRepair + BIFI Average Success Rate 71.7 | Break-It-Fix-It: Unsupervised Learning for Program Repair | michiyasunaga/bifi | 4 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 38. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Break-It-Fix-It: Unsupervised Learning for Program Repair | 1 | 1 | 11 Jun 2021 | ran 0 of 6 samples (6 unverified) |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | 2 | 1 | 20 May 2020 | ran 4 of 6 samples (2 unverified) |
| SampleFix: Learning to Generate Functionally Diverse Fixes | 0 | 1 | 24 Jun 2019 | not harvested |
| Deep Reinforcement Learning for Programming Language Correction | 1 | 1 | 31 Jan 2018 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- DeepFix
1 variant name, as the archive lists them.
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