EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective

arXiv:2605.18421 · cs.CL, cs.AI, cs.LG · Submitted 2026-05-18 · Read on arXiv

cs.CL, cs.AI, cs.LG

Submitted: 2026-05-18

Updated: 2026-10-30

Terminology

• Benchmark — 3× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 4 episodes
• Large Language Model — 1× in this paper
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes

Related papers

• Real-World Evaluation of an AI Agent Drafting Translational Impact Summaries
• HEART-Bench: Do LLMs Make Persona-Consistent Decisions?
• Every Coin Has Two Sides: On the Dual Nature of Generalization in On-Policy Distillation of Large Language Models
• What MLLMs Learn about When they Learn about Multimodal Reasoning
• AnnoCaseLaw: Legal Annotation Benchmark of Civil Negligence
• Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving