EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective.

arXiv:2605.18421v3 Announce Type: replace-cross Abstract: Recent benchmarks for Large Language Model (LLM) agents mainly evaluate reasoning, planning, and execution. However, memory is also essential for agents, as it enables them to store, update, and retriev