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20232026
most citedMemento: Fine-tuning LLM Agents without Fine-tuning LLMs

2 citations · 3 across the 5 of their papers we have counts for

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cs.SE2026

Coding Agents Have Converged: Why the SWE-bench Leaderboard Can No Longer Order Its Top Entries, and What to Measure Instead

Fengshuo Liu, Ying Liu, Ruize Sun +2

Small differences on coding-agent leaderboards are often read as an ordering of systems. We audit whether the published verdicts support this reading, using 254 SWE-bench submissio…