Meta AI Releases NeuralBench: A Unified Open-Source Framework to Benchmark NeuroAI Models Across 36 EEG Tasks and 94 Datasets

Meta AI released NeuralBench, an open-source framework for downloading, preprocessing, training, and evaluating brain-signal models.

Its first benchmark, NeuralBench-EEG v1.0, standardizes evaluation across 36 EEG tasks, 94 datasets, and multiple model families.

The modular pipeline brings models under one common interface, making comparisons more consistent and reproducible.

The framework aims to set a shared evaluation standard for NeuroAI and reduce cherry-picked claims about generalization.