Benchmark ⁷

2026

论文 · LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory 07-20

论文 · Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions 07-20

论文 · Don’t Ask the LLM to Track Freshness: A Deterministic Recipe for Memory Conflict Resolution 07-20

论文 · Benchmarking LLMs and LLM-Based Agents in Practical Vulnerability Detection for Code Repositories 07-13

论文 · a Survey on Evaluation of LLM-Based Agents 07-13

论文 · LongBench V2: Towards Deeper Understanding and Reasoning on Realistic Long-Context Multitasks 07-08

论文 · Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents 07-01