| --- |
| license: cc-by-4.0 |
| pretty_name: FreeCAB_Dataset |
| size_categories: |
| - 1K<n<10K |
| tags: |
| - neuroscience |
| - calcium-imaging |
| - neural-decoding |
| - neural-encoding |
| - benchmark |
| configs: |
| - config_name: all_sessions |
| data_files: |
| - split: data |
| path: manifest/all_sessions.parquet |
| - config_name: candidate_pool |
| data_files: |
| - split: data |
| path: manifest/candidate_pool_20260413.parquet |
| - config_name: pretrain_48 |
| data_files: |
| - split: data |
| path: manifest/pretrain_48_20260413.parquet |
| - config_name: held_out_10 |
| data_files: |
| - split: data |
| path: manifest/held_out_10_20260413.parquet |
| - config_name: held_out_seen_9 |
| data_files: |
| - split: data |
| path: manifest/held_out_seen_9_20260413.parquet |
| - config_name: held_out_unseen_1 |
| data_files: |
| - split: data |
| path: manifest/held_out_unseen_1_20260413.parquet |
| --- |
| |
| # FreeCAB_Dataset |
| |
| Public benchmark release for the Neuron-Bench evaluation suite. |
| |
| This dataset is organized as session-level binary array files for benchmark evaluation rather than as a row-wise tabular dataset. The Hugging Face viewer is configured to expose the parquet files in `manifest/` as lightweight session-level index tables. The benchmark partitions shown by the viewer therefore correspond to the explicit manifest tables below, not to auto-inferred platform splits. |
| |
| ## Contents |
| |
| - `data/`: one directory per benchmark session |
| - `manifest/`: lightweight parquet index tables for session discovery and benchmark split inspection |
| - `manifest.json`: compact release manifest |
| |
| ## Benchmark manifests |
| |
| The benchmark partition definitions are provided as parquet tables in `manifest/`. |
| |
| - `all_sessions.parquet` |
| - `candidate_pool_20260413.parquet` |
| - `pretrain_48_20260413.parquet` |
| - `held_out_10_20260413.parquet` |
| - `held_out_seen_9_20260413.parquet` |
| - `held_out_unseen_1_20260413.parquet` |
|
|
| These tables define the benchmark session partitions used by Neuron-Bench. Each row points to a benchmark session through a relative `session_path` such as `data/S017`. |
|
|
| ## Per-session files |
|
|
| - `neuron_signals_aligned.npy`: aligned neural activity array with shape `(neurons, time)` |
| - `positions_keypoints.npy`: aligned pose array with shape `(time, keypoints, dims)` |
| - `session_metadata.json`: public per-session benchmark metadata |
|
|
| ## Notes |
|
|
| - This public package does not include internal path mappings or private provenance tables. |
| - Session identifiers (`S001`, `S002`, ...) are the canonical identifiers used by the public benchmark. |
| - The parquet manifest files are lightweight indices for browsing and split inspection; the benchmark data consumed by Neuron-Bench reside under `data/` as per-session NumPy arrays. |
| - In the Hugging Face interface, `config_name` values such as `held_out_10` or `pretrain_48` should be interpreted as benchmark partitions rather than conventional train/validation/test splits. |
| - Review-time hosting may use a private preview URL; camera-ready release should point to the final public URL. |
|
|
