Program Repair
Task of teaching ML models to modify an existing program to fix a bug in a given code.
Papers
Showing 126–132 of 132 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DrRepair + BIFI | Average Success Rate | 71.7 | — | Unverified |
| 2 | DrRepair | Average Success Rate | 68.2 | — | Unverified |
| 3 | SampleFix | Average Success Rate | 45.3 | — | Unverified |
| 4 | RLAssist | Average Success Rate | 26.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Transformer + BIFI | Accuracy (%) | 90.5 | — | Unverified |
| 2 | Transformer | Accuracy (%) | 62 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | MGDebugger (DeepSeek-Coder-V2-Lite) | Pass@1 | 97.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | TFix | Error Removal | 678 | — | Unverified |