Benchmarking and Pipeline Evaluation#

Examples focusing on running benchmarks and comparing multiple models or configurations, following MOABB’s evaluation methodology. These scripts reflect EEG decoding best practices by evaluating algorithms under consistent conditions and tracking performance (and even resource usage).

Benchmarking with MOABB showing the CO2 footprint

Benchmarking with MOABB showing the CO2 footprint

Examples of how to use MOABB to benchmark pipelines.

Examples of how to use MOABB to benchmark pipelines.

Benchmarking with MOABB with Grid Search

Benchmarking with MOABB with Grid Search