3 citations · 4 across the 6 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.CL2026
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring
Yuling Shi, Jinghan Xu, Kelin Fu +12
As AI coding agents take on increasingly complex, long-horizon software engineering tasks, existing benchmarks are rapidly saturating and their evaluation quality has come under se…
cs.SE2026
Scaling Coding Agents via Atomic Skills
Yue Liu
Current LLM coding agents are predominantly trained on composite benchmarks (e.g., bug fixing), which often leads to task-specific overfitting and limited generalization. To addres…