Results and Replication Instructions for AutoCodeRover

This is the artifact of the research paper: AutoCodeRover: Autonomous Program Improvement.

Contents

• app: source code of AutoCodeRover
• results: experimental results
  • examples
    • motivating: motivating example in Section 3 (Figure 3)
    • sbfl: example of AutoCodeRover+SBFL, in Section 6.2 (Figure 8)
  • swe-bench-full: AutoCodeRover result on full SWE-bench (Table 2)
  • swe-bench-lite
    • acr-run-{1,2,3}: AutoCodeRover result on SWE-bench lite (Table 2, 3)
    • acr-val-only: AutoCodeRover+validation result on SWE-bench lite (Table 4)
    • acr-val-sbfl: AutoCodeRover+validation+SBFL result on SWE-bench lite (Table 4)
    • swe-agent-results: replicated SWE-Agent result on SWE-bench lite (Table 3)