LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth

Weihao Zeng, Yuzhen Huang, Junxian He

Large language models (LLMs) are increasingly capable of carrying out long-running, real-world tasks. However, as the amount of context grows, their reliability often deteriorates,…