---
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](https://github.com/TangLab-UBC/behavior_benchmarking).

## Run locally

```bash
python -m venv .venv
.venv/bin/pip install -r requirements.txt
.venv/bin/python validate_data.py
.venv/bin/python app.py
```