OSU-NLP-Group / ScienceAgentBench
[ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
☆85Updated 2 weeks ago
Alternatives and similar repositories for ScienceAgentBench
Users that are interested in ScienceAgentBench are comparing it to the libraries listed below
Sorting:
- Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments (EMNLP'2024)☆36Updated 4 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Problem Solving with Minimal Examples☆85Updated last month
- A curated list of papers on LLMs and agents for scientific research and development☆54Updated 5 months ago
- Official Implementation of the Baby-AIGS system☆23Updated 5 months ago
- Discovering Data-driven Hypotheses in the Wild☆80Updated 5 months ago
- [ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"☆54Updated last year
- Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data☆35Updated 2 months ago
- The official repo for "TheoremQA: A Theorem-driven Question Answering dataset" (EMNLP 2023)☆31Updated last year
- [ACL 2024] <Large Language Models for Automated Open-domain Scientific Hypotheses Discovery>. It has also received the best poster award …☆40Updated 6 months ago
- official implementation of paper "Process Reward Model with Q-value Rankings"☆57Updated 3 months ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆135Updated 5 months ago
- This repository contains ScholarQABench data and evaluation pipeline.☆71Updated last month
- DSBench: How Far are Data Science Agents from Becoming Data Science Experts?☆52Updated 2 months ago
- ☆120Updated 10 months ago
- Official implementation of the ACL 2024: Scientific Inspiration Machines Optimized for Novelty☆79Updated last year
- Resources for our paper: "EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms"☆97Updated 6 months ago
- A benchmark that challenges language models to code solutions for scientific problems☆119Updated this week
- ☆42Updated last month
- LLM for Scientific Research Survey☆85Updated 3 months ago
- Source code for our paper: "Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction A…☆44Updated last year
- ☆64Updated last month
- Structured Chemistry Reasoning with Large Language Models☆37Updated last year
- Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory☆58Updated last month
- augmented LLM with self reflection☆121Updated last year
- [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search☆84Updated 5 months ago
- Interpretable Contrastive Monte Carlo Tree Search Reasoning☆48Updated 6 months ago
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆92Updated 2 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆57Updated 5 months ago
- Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision☆120Updated 8 months ago
- Code release for "SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers" [NeurIPS D&B, 2024]☆58Updated 4 months ago