PersonaMem-v-2

'PersonaMem-v-2' is a benchmark dataset used to evaluate the ability of long-term memory systems in LLM agents to perform implicit personalization and cross-session inference.

Papers using PersonaMem-v-2 (3)

Enjoy Your Talk: A Human-Centered Benchmark for Multi-Turn Dialogue with Decoupled User Simulation, Target Modeling, and Judging2026Memory Beyond Recall: A Dual-Process Cognitive Memory System for Self-Evolving LLM Agents2026From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space2026