OSU-NLP-Group / ScienceAgentBenchLinks
[ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
☆112Updated 3 months ago
Alternatives and similar repositories for ScienceAgentBench
Users that are interested in ScienceAgentBench are comparing it to the libraries listed below
Sorting:
- A curated list of papers on LLMs and agents for scientific research and development☆80Updated last year
- Discovering Data-driven Hypotheses in the Wild☆120Updated 6 months ago
- [ICLR 2025] DSBench: How Far are Data Science Agents from Becoming Data Science Experts?☆88Updated 3 months ago
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆42Updated last year
- A virtual environment for developing and evaluating automated scientific discovery agents.☆192Updated 9 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆112Updated 4 months ago
- A collection of resources and papers on AI Scientist / Robot Scientist☆111Updated 2 months ago
- Official Implementation of the Baby-AIGS system☆23Updated last year
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆136Updated last year
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆37Updated 11 months ago
- Framework and toolkits for building and evaluating collaborative agents that can work together with humans.☆112Updated last week
- A benchmark that challenges language models to code solutions for scientific problems☆157Updated last week
- ☆84Updated last month
- [ICML 2025] ResearchTown: Simulator of Human Research Community☆184Updated this week
- This repository contains ScholarQABench data and evaluation pipeline.☆88Updated 3 months ago
- SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning☆85Updated last week
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆147Updated last year
- [ACL 2025] Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems☆115Updated 6 months ago
- The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models…☆38Updated last year
- This is the official repository for HypoGeniC (Hypothesis Generation in Context) and HypoRefine, which are automated, data-driven tools t…☆96Updated last month
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated last year
- LLM for Scientific Research Survey☆115Updated 10 months ago
- This is a survey of research on AI scientists, AI researchers, AI engineers, and a series of AI-driven research studies☆163Updated last month
- ☆35Updated 6 months ago
- [NeurIPS'25 D&B] Mind2Web-2 Benchmark: Evaluating Agentic Search with Agent-as-a-Judge☆93Updated 2 weeks ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆83Updated 8 months ago
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆101Updated last year
- SSRL: Self-Search Reinforcement Learning☆158Updated 3 months ago
- DataSciBench: An LLM Agent Benchmark for Data Science☆43Updated 3 months ago