AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research Paper • 2507.13300 • Published 22 days ago • 16 • 1
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers Paper • 2507.10787 • Published 25 days ago • 11 • 1
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers Paper • 2507.02694 • Published Jul 3 • 18 • 1
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks Paper • 2507.01001 • Published Jul 1 • 44 • 2
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification Paper • 2506.15569 • Published Jun 18 • 13 • 2
Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure Paper • 2506.12278 • Published Jun 13 • 17 • 3
PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving Paper • 2503.21821 • Published Mar 26 • 20 • 2
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Paper • 2503.20757 • Published Mar 26 • 11 • 2
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding Paper • 2501.12380 • Published Jan 21 • 86 • 2