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Yangxuan Zhou

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#artificial intelligence Preprint Aug 2026

BrainBench: Benchmarking Large Language Models for Comprehensive EEG Understanding

A unified benchmark for comprehensive, instruction-conditioned EEG understanding is introduced and results vary substantially across models, subsets, difficulty levels, and execution paradigms, showing that EEG competence depends on the model and its operationalization.

Yangxuan Zhou, Yu-Ning Chen, Chentian Wu et al. · 0 citations