AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation 事件

AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation arXiv:2605.12925v2 Announce Type: replace-cross Abstract: Here is the updated abstract: Evaluation of software engineering (SWE) agents is dominated by a binary signal: whether the final patch passes the tests. This outcome-only view treats a principled solution and a chaotic trial-and-error process as equivalent. We show that this equivalence is empirically false. We evaluate 2,614 OpenHands trajectories from eight model bac