2 papers
cs.AI2026
FeynmanBench: Benchmarking Multimodal LLMs on Diagrammatic Physics Reasoning
Zeyu Wang, Jingye Xu, Xiaogang Li +7
Current multimodal benchmarks for scientific reasoning primarily evaluate local information extraction -- models recognize symbols and values and then perform textual inference. Th…
cs.CL2026
HLE-Verified: A Systematic Verification and Structured Revision of Humanity's Last Exam
Weiqi Zhai, Zhihai Wang, Jinghang Wang +35
Humanity's Last Exam (HLE) has become a widely used benchmark for evaluating frontier large language models on challenging, multi-domain questions. However, community-led analyses…