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LLM-based Agents for Automated Bug Fixing
Analyzes 7 leading LLM-based bug fixing systems on the SWE-bench Lite benchmark, finding MarsCode Agent (developed by ByteDance) achieved the highest success rate at 39.33%.
Reveals that for error localization line-level fault localization accuracy... See more