Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers Paper • 2507.02694 • Published Jul 3 • 19
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers Paper • 2507.10787 • Published Jul 14 • 12
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers Paper • 2507.06223 • Published Jul 8 • 13
SciArena: An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks Paper • 2507.01001 • Published Jul 1 • 46
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification Paper • 2506.15569 • Published Jun 18 • 12
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 • 16
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16 • 93
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Paper • 2505.23693 • Published May 29 • 53