RQ2: What types of operations are performed by the models?

Results regarding the operations performed by the models:

  • Overview
  • Syntactic Correctness
  • Operation & Bug Coverage
  • Qualitative Examples

Overview

Overview of the models' performances in terms of perfect predictions, operation and bug coverage, and syntactic correctness.

Syntactic Correctness

The table shows the percentage of syntactically correct fixes generated by the models with different beam size

Syntactic Correctness

Operations & Bug Coverage

Operation and bug coverage values for different beam widths

Operation Coverage

Qualitative Examples

Interesting examples of perfect fixes generated by the models. More examples available in the Example page.