How to Submit a Model

This page describes how to package and submit a model to the EEG/EMG Foundation Challenge 2026.

Warning

The submission portal is not yet open. This page is a placeholder that documents the expected submission workflow. It will be updated with concrete instructions and URLs once the competition is officially launched.

Overview

Each track accepts a trained model (or, for Track 5, a frozen encoder). The submission workflow follows three steps:

1. Train your model locally using NeuralBench or your own pipeline.

2. Package the model weights and a minimal inference script into the required format.

3. Upload the package to the competition portal, where organisers run evaluation on the hidden test set.

Tracks 1–4 accept both task-specific models and foundation models. Track 5 accepts only a single frozen EEG encoder (see Track 5 – Foundation Transfer (one EEG encoder, three tasks)).

Important dates (TBD)

Competition launch	TBD
Submission portal opens	TBD
Submission deadline	TBD
Winners announced	NeurIPS 2026 competition track

Next steps

While the portal is not yet open, you can already:

• Run the track baselines from the starter kit to familiarise yourself with the tasks and metrics.

• Register a new model in NeuralBench and iterate on your architecture (see Adding a New Model).

• Watch the competition repository for announcements on portal availability and dataset releases.