Alternatives and similar repositories for LongMemEval

Users that are interested in LongMemEval are comparing it to the libraries listed below

• snap-research / locomo
  ☆474Updated last year
• zorazrw / agent-workflow-memory
  AWM: Agent Workflow Memory
  ☆376Updated 3 weeks ago
• multi-agent-systems-failure-taxonomy / MAST
  ☆321Updated 5 months ago
• Ayanami0730 / deep_research_bench
  DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
  ☆536Updated last month
• StonyBrookNLP / appworld
  🌍 AppWorld: A Controllable World of Apps and People for Benchmarking Function Calling and Interactive Coding Agent, ACL'24 Best Resource…
  ☆354Updated 2 months ago
• ByteDance-Seed / Agent-R
  Resources for our paper: "Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training"
  ☆165Updated 2 months ago
• sierra-research / tau2-bench
  τ²-Bench: Evaluating Conversational Agents in a Dual-Control Environment
  ☆598Updated 3 weeks ago
• facebookresearch / sweet_rl
  Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks
  ☆254Updated 8 months ago
• oneal2000 / PRAG
  Code for Parametric RAG, SIGIR 2025 Full Paper
  ☆217Updated 8 months ago
• ReTool-RL / ReTool
  ☆255Updated 5 months ago
• WujiangXu / A-mem-sys
  A-MEM: Agentic Memory for LLM Agents
  ☆225Updated last month
• bowen-upenn / PersonaMem
  [COLM 2025] Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
  ☆103Updated last month
• MIT-MI / MEM1
  ☆217Updated last week
• SalesforceAIResearch / xLAM
  xLAM: A Family of Large Action Models to Empower AI Agent Systems
  ☆598Updated 4 months ago
• apple / ToolSandbox
  ☆229Updated 2 months ago
• ulab-uiuc / MARBLE
  (ACL 2025 Main) Code for MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents https://www.arxiv.org/pdf/2503.019…
  ☆205Updated 2 months ago
• facebookresearch / meta-agents-research-environments
  Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike stat…
  ☆410Updated last month
• nuster1128 / MemEngine
  A Comprehensive Library for Memory of LLM-based Agents.
  ☆95Updated 8 months ago
• facebookresearch / CRAG
  Comprehensive benchmark for RAG
  ☆253Updated 6 months ago
• nuster1128 / LLM_Agent_Memory_Survey
  ☆457Updated 5 months ago
• SALT-NLP / DyLAN
  Official Implementation of Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization
  ☆192Updated last year
• suzgunmirac / dynamic-cheatsheet
  Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory
  ☆236Updated 7 months ago
• OPPO-PersonalAI / OAgents
  Implementation for OAgents: An Empirical Study of Building Effective Agents
  ☆302Updated 3 months ago
• microsoft / lost_in_conversation
  Code that accompanies the public release of the paper Lost in Conversation (https://arxiv.org/abs/2505.06120)
  ☆199Updated 6 months ago
• SWE-bench / SWE-smith
  [NeurIPS 2025 D&B Spotlight] Scaling Data for SWE-agents
  ☆509Updated this week
• FoundationAgents / AFlow
  🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.
  ☆392Updated 2 weeks ago
• SALT-NLP / collaborative-gym
  Framework and toolkits for building and evaluating collaborative agents that can work together with humans.
  ☆117Updated last month
• sunblaze-ucb / Intuitor
  Code for the paper: "Learning to Reason without External Rewards"
  ☆385Updated 6 months ago
• vsubramaniam851 / multiagent-ft
  ☆226Updated 10 months ago
• Skytliang / Multi-Agents-Debate
  MAD: The first work to explore Multi-Agent Debate with Large Language Models :D
  ☆496Updated 3 weeks ago