FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs Paper • 2510.08886 • Published about 1 month ago • 19
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 • 11
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 • 12
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16 • 93
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
MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs Paper • 2505.24858 • Published May 30 • 17
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos Paper • 2505.23693 • Published May 29 • 55
FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information Paper • 2505.20650 • Published May 27 • 17
Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance Paper • 2502.08127 • Published Feb 12 • 58
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance Paper • 2502.18772 • Published Feb 26 • 33
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Paper • 2505.15045 • Published May 21 • 54
PHYSICS: Benchmarking Foundation Models on University-Level Physics Problem Solving Paper • 2503.21821 • Published Mar 26 • 20
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Paper • 2309.17446 • Published Sep 29, 2023 • 1