Program Synthesis on DeepFix
Metric: Average Success Rate (higher is better)
Metric: Average Success Rate (higher is better)
| # | Model↕ | Average Success Rate▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DrRepair + BIFI | 71.7 | No | Break-It-Fix-It: Unsupervised Learning for Progr... | 2021-06-11 | Code |
| 2 | DrRepair | 68.2 | No | Graph-based, Self-Supervised Program Repair from... | 2020-05-20 | Code |
| 3 | SampleFix | 45.3 | No | SampleFix: Learning to Generate Functionally Div... | 2019-06-24 | - |
| 4 | RLAssist | 26.6 | No | Deep Reinforcement Learning for Programming Lang... | 2018-01-31 | Code |