A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers Paper • 2508.21148 • Published Aug 28, 2025 • 144
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows Paper • 2512.16969 • Published Dec 18, 2025 • 122
SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence Paper • 2512.22334 • Published Dec 26, 2025 • 38
InternAgent-1.5: A Unified Agentic Framework for Long-Horizon Autonomous Scientific Discovery Paper • 2602.08990 • Published Feb 9 • 84
Sci-CoE: Co-evolving Scientific Reasoning LLMs via Geometric Consensus with Sparse Supervision Paper • 2602.12164 • Published Feb 12 • 5
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent Paper • 2606.30616 • Published 25 days ago • 102
ResearchClawBench: A Benchmark for End-to-End Autonomous Scientific Research Paper • 2606.07591 • Published May 28 • 101
Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding Paper • 2512.21643 • Published Dec 25, 2025 • 13
UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture Paper • 2512.21675 • Published Dec 25, 2025 • 28
SGI-Bench Collection Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows • 12 items • Updated May 6 • 37
InternAgent Collection InternAgent aims to facilitate AI+X innovative research across diverse scientific domains • 14 items • Updated May 6 • 11