| 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 | |
| ``` | |