zhangxjohn / LLM-Agent-Benchmark-List
A banchmark list for evaluation of large language models.
☆99Updated last month
Alternatives and similar repositories for LLM-Agent-Benchmark-List:
Users that are interested in LLM-Agent-Benchmark-List are comparing it to the libraries listed below
- An Analytical Evaluation Board of Multi-turn LLM Agents [NeurIPS 2024 Oral]☆307Updated 11 months ago
- ☆221Updated 8 months ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆182Updated last week
- 🌍 Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Pap…☆182Updated this week
- ☆107Updated 3 months ago
- augmented LLM with self reflection☆119Updated last year
- Official Repo for ICLR 2024 paper MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback by Xingyao Wang*, Ziha…☆122Updated 10 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆134Updated 4 months ago
- ToolBench, an evaluation suite for LLM tool manipulation capabilities.☆150Updated last year
- ☆93Updated 4 months ago
- Official Implementation of Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization☆136Updated 11 months ago
- ☆149Updated 4 months ago
- InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks (ICML 2024)☆119Updated 4 months ago
- Code for the paper 🌳 Tree Search for Language Model Agents☆194Updated 9 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆143Updated last month
- Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆84Updated last month
- A new tool learning benchmark aiming at well-balanced stability and reality, based on ToolBench.☆142Updated last week
- Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents (ACL 2024 Main Conference)☆135Updated 5 months ago
- [ACL 2024] AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning☆221Updated 3 months ago
- Reasoning with Language Model is Planning with World Model☆164Updated last year
- ☆70Updated 5 months ago
- Code for the paper <SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning>☆49Updated last year
- "Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents"☆68Updated 2 weeks ago
- ☆157Updated 3 weeks ago
- [ACL2024] Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios☆54Updated last year
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 7 months ago
- Code for paper "Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System"☆56Updated 5 months ago
- A simple unified framework for evaluating LLMs☆209Updated last week
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆79Updated 2 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆101Updated 4 months ago