metadata
title: BEND-BCI Interactive Benchmark
sdk: docker
app_port: 7860
short_description: Interactive BEND-BCI neural decoder benchmark
BEND-BCI Interactive Benchmark
BEND-BCI compares 23 neural decoding methods across predictive performance, robustness, computational cost and cross-recording latent consistency. This Space provides interactive results together with feature-attribution and trial-valuation analyses.
Code, benchmark outputs and dataset preparation are available in the BEND-BCI repository.
Run locally
python -m venv .venv
.venv/bin/pip install -r requirements.txt
.venv/bin/python validate_data.py
.venv/bin/python app.py