Benchmark RadarAI BENCHMARK PROFILE
OmniEEG-Bench
OmniEEG-Bench is a unified benchmark for EEG foundation models, organizing evaluation into six task families and unifying 54 EEG datasets. It provides a leaderboard and code repository.
- Released
- 2026-05-30
- Readiness
- Runnable
- Primary field
- General AI
Why it matters
Standardizes evaluation of EEG foundation models across diverse tasks, revealing scaling-law behavior and the importance of pretraining data diversity.
Motivation
Electroencephalography (EEG) supports a variety of brain-computer interface (BCI) tasks ranging from brain-state monitoring to human-LLM interactions.
Primary resources
Benchmark Radar records only publicly supported details and links back to primary sources for verification.