BrainPilot-Bench/Tasks-Data-Public

BrainPilotBench v1 — task data

Public data for research tasks in brain science and human behavior. Agents use these data to develop neural decoders, predict human responses, and analyze relationships between brain measurements. The BrainPilotBench source repository provides task instructions, environments, submission formats, and scoring code.

112 tasks · 6 data categories · public data for 111 tasks

Agent benchmark results for the 108 new v1 tasks are not yet available. The four retained v0 tasks have separate historical results. Data preparation and fixed-reference checks are not Agent benchmark results.

Explore the tasks

Data category	Tasks	Research problems
EEG	25	Classify motor imagery, evoked responses, sleep stages, and other scalp-EEG conditions.
Psychology	76	Model participants' recorded choices and responses from causal trial history.
MRI	2	Predict age from structural MRI and tonic pain from fMRI connectivity.
Connectomics	1	Compare anatomical connectivity with measured signal propagation in C. elegans.
Calcium imaging	1	Analyze RSC place-cell activity and decode behavior.
Invasive recordings	7	Decode movement, muscle activity, handwriting, film conditions, and birdsong from invasive neural recordings.

Start with human casino choices, MRI age prediction, or ECoG finger-flexion decoding. Each task card explains the research question, available data, and evaluation, then links to its full guide.

The Dataset Viewer displays one row per task. It is a task directory, not a combined table of neural recordings or behavioral trials. The catalog and collection manifest provide machine-readable entries and counts.

Get data for one task

Each task has one stable location:

tasks/<data-category>/<task-id>/
  README.md
  manifest.json
  public/<native-relative-path>

Read the task card and source terms before download. Use its versioned GitHub guide to install the environment and prepare a workspace. The task's data.lock pins exact HF commits, file sizes, and SHA-256 digests. Native scientific formats remain unchanged.

Public files are hosted for 111 tasks, including BCI IV-4 and six invasive-recording tasks. H1 provides source download and local preparation instructions because its Data Use Agreement prohibits redistribution. The film task's public package supports Agent preparation. Block-first scoring still requires a trusted evaluator mapping that is not hosted here. Private evaluation files, owner mappings, and keys are excluded from this data repository.

Versions, source terms, and results

The v1 collection contains 108 new tasks and four retained v0 tasks. Individual task versions define scientific protocols. HF commit IDs identify data snapshots. Task cards link to versioned source guides. Directory navigation links use the current main tree.

The attribution guide records source-specific terms and citations. The root LICENSE does not grant an Apache license for all task data. BCI IV-4 retains its competition source terms. The film package excludes the copyrighted movie.

The unified access update is under review in PR #77. Use the linked source snapshot for its documented workflow until that update reaches GitHub main. The data preparation record separates delivery checks from Agent evaluation. Earlier immutable data URLs remain available in the publication history.