Observed arrival · 2026-09-21
BCI Report: Every EEG Score, With Its Protocol
A public evaluation resource comparing EEG decoding methods across fixed protocols, datasets, sensor conditions, and deployment questions.
- For
- BCI researchers and EEG model builders
- Worth noticing
- It separates chance levels by protocol, including 2.5% for 40-class SSVEP and 20% for sleep staging.
Field notes
Results are organized around protocol-specific comparisons rather than a single leaderboard. The page distinguishes balanced accuracy, ROC AUC, chance levels, cohorts, electrode layouts, and training conditions, including separate treatment of dry versus wet electrodes and standing, walking, and running recordings. It also warns that its 82 deployment measurements are aggregate repeated conditions rather than independent experiments, a useful guardrail for interpreting the research preview.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue