Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers Paper • 2507.02694 • Published Jul 3 • 18
Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking QA over Scientific Papers Paper • 2507.10787 • Published Jul 14 • 11
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers Paper • 2507.06223 • Published Jul 8 • 13
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 • 47
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification Paper • 2506.15569 • Published Jun 18 • 13
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
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16 • 92
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Paper • 2505.23693 • Published May 29 • 56
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Paper • 2505.23693 • Published May 29 • 56
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Paper • 2505.15045 • Published May 21 • 55
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Paper • 2505.15045 • Published May 21 • 55
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Paper • 2309.17446 • Published Sep 29, 2023 • 1
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Paper • 2503.07459 • Published Mar 10 • 16