| Paper | Code | Average Success Rate | ModelName | ReleaseDate |
|---|---|---|---|---|
| Break-It-Fix-It: Unsupervised Learning for Program Repair | ✓ Link | 71.7 | DrRepair + BIFI | 2021-06-11 |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | ✓ Link | 68.2 | DrRepair | 2020-05-20 |
| SampleFix: Learning to Generate Functionally Diverse Fixes | 45.3 | SampleFix | 2019-06-24 | |
| Deep Reinforcement Learning for Programming Language Correction | ✓ Link | 26.6 | RLAssist | 2018-01-31 |