A brain-wide benchmark spanning behavior, dynamics, and anatomy.

BrainWideBench evaluates neural population models using data from the International Brain Laboratory. Put your model to the test!

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Recording locations across the mouse brain, from the IBL Brain Wide Map.

Task suites

Test your model on three task suites.

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TS1

Behavior

Predict trial-level behavioral outcomes from neural population activity.

Tasks
Metrics
TS2

Dynamics

Reconstruct firing rate trajectories and spike predictions across brain regions.

Tasks
Metrics
TS3

Anatomy

Classify recorded neurons to their brain region from activity alone.

Tasks
Metrics

How it works

Get your model on the leaderboard in three steps.

1

Train

Pretrain your model, then generate predictions on the benchmark tasks using the codepack utilities.

2

Submit

Upload your predictions along with details about your model.

3

Compare

See where your model ranks against the others.

Explore the leaderboard

See how all the uploaded models perform across behavior, dynamics, and anatomy.

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Have a model?

Evaluate it on the benchmark tasks and see how it compares with other models.

Submit a model