ResearchBenchmarksMEG Signal Modeling on MEG (held-out)MEG Signal Modeling on MEG (held-out)Follow30Context Modeling Duration (s)BrainOmni28.836.94553.1Jan 28, 2026Evaluation resultsMethodMethodLinksContext Modeling Duration (s)Open-Loop Generation Time (s)BrainOmniSpace=sensors, Tokeniz...Space=sensors, Tokenization=RVQ, Training objective=masked recon, Data=multi-modality, Generalization=held-out dataset2026.0130—FlatGPTSpace=source, Tokeniza...Space=source, Tokenization=RVQ, Training objective=autoregressive, Data=multi-dataset, Generalization=held-out dataset2026.0160240