Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation

arXiv:2604.02368v1 Announce Type: new Abstract: As Large Language Models LLMs exhibit plateauing performance on conventional benchmarks, a pivotal challenge persists: evaluating their proficiency in complex, openended tasks characterizing genuine expertlevel cognition.