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Migrate frozen public task collection: metadata

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  1. ATTRIBUTION.md +58 -0
  2. README.md +65 -49
  3. catalog.jsonl +0 -0
  4. collection.json +800 -0
  5. tasks/calcium-imaging/neuro-rsc-place-cell/README.md +32 -0
  6. tasks/calcium-imaging/neuro-rsc-place-cell/manifest.json +29 -0
  7. tasks/connectomics/celegans-structure-function-divergence/README.md +32 -0
  8. tasks/connectomics/celegans-structure-function-divergence/manifest.json +53 -0
  9. tasks/eeg/bciciv-2a/README.md +32 -0
  10. tasks/eeg/bciciv-2a/manifest.json +29 -0
  11. tasks/eeg/eeg-cvep-thielen2015/README.md +32 -0
  12. tasks/eeg/eeg-cvep-thielen2015/manifest.json +65 -0
  13. tasks/eeg/eeg-dementia-dice/README.md +32 -0
  14. tasks/eeg/eeg-dementia-dice/manifest.json +65 -0
  15. tasks/eeg/eeg-erp-ern/README.md +32 -0
  16. tasks/eeg/eeg-erp-ern/manifest.json +65 -0
  17. tasks/eeg/eeg-erp-lrp/README.md +32 -0
  18. tasks/eeg/eeg-erp-lrp/manifest.json +65 -0
  19. tasks/eeg/eeg-erp-mmn/README.md +32 -0
  20. tasks/eeg/eeg-erp-mmn/manifest.json +65 -0
  21. tasks/eeg/eeg-erp-n170/README.md +32 -0
  22. tasks/eeg/eeg-erp-n170/manifest.json +65 -0
  23. tasks/eeg/eeg-erp-n2pc/README.md +32 -0
  24. tasks/eeg/eeg-erp-n2pc/manifest.json +65 -0
  25. tasks/eeg/eeg-erp-n400/README.md +32 -0
  26. tasks/eeg/eeg-erp-n400/manifest.json +65 -0
  27. tasks/eeg/eeg-erp-p3/README.md +32 -0
  28. tasks/eeg/eeg-erp-p3/manifest.json +65 -0
  29. tasks/eeg/eeg-me-highgamma2017/README.md +32 -0
  30. tasks/eeg/eeg-me-highgamma2017/manifest.json +65 -0
  31. tasks/eeg/eeg-me-ofner2017/README.md +32 -0
  32. tasks/eeg/eeg-me-ofner2017/manifest.json +65 -0
  33. tasks/eeg/eeg-mental-arithmetic-zyma2019/README.md +32 -0
  34. tasks/eeg/eeg-mental-arithmetic-zyma2019/manifest.json +65 -0
  35. tasks/eeg/eeg-mi-barachant2012/README.md +32 -0
  36. tasks/eeg/eeg-mi-barachant2012/manifest.json +65 -0
  37. tasks/eeg/eeg-mi-bnci2014/README.md +32 -0
  38. tasks/eeg/eeg-mi-bnci2014/manifest.json +41 -0
  39. tasks/eeg/eeg-mi-cho2017/README.md +32 -0
  40. tasks/eeg/eeg-mi-cho2017/manifest.json +65 -0
  41. tasks/eeg/eeg-mi-eegmmidb/README.md +32 -0
  42. tasks/eeg/eeg-mi-eegmmidb/manifest.json +65 -0
  43. tasks/eeg/eeg-mi-openbmi2019/README.md +32 -0
  44. tasks/eeg/eeg-mi-openbmi2019/manifest.json +65 -0
  45. tasks/eeg/eeg-mi-zhou2016/README.md +32 -0
  46. tasks/eeg/eeg-mi-zhou2016/manifest.json +65 -0
  47. tasks/eeg/eeg-p3-openbmi2019/README.md +32 -0
  48. tasks/eeg/eeg-p3-openbmi2019/manifest.json +65 -0
  49. tasks/eeg/eeg-sleep-stage-sleepedf/README.md +32 -0
  50. tasks/eeg/eeg-sleep-stage-sleepedf/manifest.json +65 -0
ATTRIBUTION.md ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Source attribution and data terms
2
+
3
+ Each task retains its original source terms. The storage migration does not relicense source or derived data.
4
+ The root LICENSE is not a blanket license for the task data.
5
+ Each task card links to a versioned scientific guide with its source, split, and preparation details.
6
+
7
+ ## BCI Competition IV — Dataset 4
8
+
9
+ The public package contains 14 prepared Train/Valid files for three participants.
10
+ It excludes the original evaluation interval and the later-published evaluation labels.
11
+ BrainPilotBench widens native integer inputs to int32 without loss and creates a guarded chronological split.
12
+
13
+ Read the [competition terms](https://www.bbci.de/competition/iv/) and [Dataset 4 description](https://www.bbci.de/competition/iv/desc_4.pdf).
14
+ The source requests recording-group attribution, citation of the paper, and notification of publications that analyze the data.
15
+ The description requests Schalk et al., “Decoding Two-Dimensional Movement Trajectories Using Electrocorticographic Signals in Humans,” Journal of Neural Engineering 4:264–275 (2007).
16
+ No CC or Apache data license, or separate rights-holder approval, is asserted here.
17
+
18
+ ## FALCON and film source notices
19
+
20
+ ### FALCON datasets
21
+
22
+ The DANDI records for H2, M1-A, M2, and B1 list `spdx:CC-BY-4.0`. The license requires attribution, a license link, and notice of changes. The source descriptions also provide FALCON split guidance for use outside that benchmark.
23
+
24
+ License: [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/).
25
+
26
+ - **H2 — DANDI 000950, version 0.241029.1403.** Fan, Chaofei; Hahn, Nick; Kamdar, Foram; Avansino, Donald; Wilson, Guy; Hochberg, Leigh; Shenoy, Krishna V; Henderson, Jaime; Willett, Frank (2024), “FALCON Benchmark H2: Human Handwriting iBCI” [Data set], DANDI archive. [Source record](https://dandiarchive.org/dandiset/000950/0.241029.1403). The record includes FALCON split guidance. Its acknowledgements include participant T5 and caregivers, and B. Davis, K. Tsou, and S. Kosasih.
27
+ - **M1-A — DANDI 000941, version 0.241029.1405.** Rouse, Adam G; Schieber, Marc H (2024), “FALCON Benchmark M1-A: primary motor cortex recordings in primate during reach-to-grasp task” [Data set], DANDI archive. [Source record](https://dandiarchive.org/dandiset/000941/0.241029.1405).
28
+ - **M2 — DANDI 000953, draft.** Samuel R Nason-Tomaszewski; Matthew J. Mender; Cynthia Chestek (2024), “FALCON Benchmark M2: primary motor cortex recordings in primate during finger movement” [Data set], DANDI archive. [Source record](https://dandiarchive.org/dandiset/000953/draft).
29
+ - **B1 — DANDI 001046, draft.** Tostado-Marcos, Pablo; Arneodo, Ezequiel Matias; Gentner, Timothy Q.; Gilja, Vikash (2024), “FALCON Benchmark B1: zebra finch RA Neuropixels recordings during birdsong” [Data set], DANDI archive. [Source record](https://dandiarchive.org/dandiset/001046/draft).
30
+
31
+ Metadata API records checked on 2026-10-15: [000950 version 0.241029.1403](https://api.dandiarchive.org/api/dandisets/000950/versions/0.241029.1403/), [000941 version 0.241029.1405](https://api.dandiarchive.org/api/dandisets/000941/versions/0.241029.1405/), [000953 draft](https://api.dandiarchive.org/api/dandisets/000953/versions/draft/), and [001046 draft](https://api.dandiarchive.org/api/dandisets/001046/versions/draft/). License metadata is not a legal determination about this transformed package.
32
+
33
+ H1 is excluded. Its [DANDI record](https://dandiarchive.org/dandiset/000954/draft) lists CC BY 4.0 and Open Access, but its description prohibits redistribution under a Data Use Agreement.
34
+
35
+ ### Berezutskaya film dataset
36
+
37
+ The pinned OpenNeuro `dataset_description.json` lists CC0, names the authors, requests citation of the paper, and gives the dataset DOI. Cite Julia Berezutskaya, Mariska J. Vansteensel, Erik J. Aarnoutse, Zachary V. Freudenburg, Giovanni Piantoni, Mariana P. Branco, and Nick F. Ramsey, “Open multimodal iEEG-fMRI dataset from naturalistic stimulation with a short audiovisual film,” *Scientific Data* (2022). [Paper](https://doi.org/10.1038/s41597-022-01173-0) · [Dataset version 1.0.7](https://doi.org/10.18112/openneuro.ds003688.v1.0.7).
38
+
39
+ The source metadata acknowledges Frans Leijten, Cyrille Ferrier, Geert-Jan Huiskamp, Sandra van der Salm, Tineke Gebbink, Peter Gosselaar, Peter van Rijen, the clinical neurophysiology staff and patients, the UMC Utrecht ECoG research team, and the Swedish Film Institute. The package excludes the copyrighted film. The [CC0 license](https://creativecommons.org/publicdomain/zero/1.0/) does not grant rights to the film.
40
+
41
+ ### Change notice
42
+
43
+ The package contains selected, transformed Train and Valid data. BrainPilotBench reshapes or windows neural recordings, applies task-specific preprocessing, and assigns its own splits. The package omits raw source archives, Test files, the movie, and FALCON model weights.
44
+
45
+ ## Earlier public tasks and provenance
46
+
47
+ The EEG, psychology, MRI, connectomics, and calcium-imaging task cards link to their versioned scientific guides.
48
+ Those guides retain task-specific source references and contracts. Original source terms continue to apply.
49
+ Existing data objects were copied byte-for-byte. Their per-task manifests record the prior immutable location.
50
+
51
+ - [First 101 tasks: original selection manifest](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/resolve/09240a63ce2ec96050313c59221291114ff8df6f/bpb-public-data-20261013-v1/selection-manifest.json)
52
+ - [Five invasive tasks: original selection manifest](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/resolve/a8a8adc87bab8d63253816dad0ae5c435e96a5f6/bpb-public-data-20261015-invasive-v1/selection-manifest.json)
53
+ - [Five invasive tasks: original publication guide](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/blob/a8a8adc87bab8d63253816dad0ae5c435e96a5f6/bpb-public-data-20261015-invasive-v1/README.md)
54
+ - [Five invasive tasks: original attribution](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/blob/a8a8adc87bab8d63253816dad0ae5c435e96a5f6/bpb-public-data-20261015-invasive-v1/ATTRIBUTION.md)
55
+ - [bciciv-2a: original data guide](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/blob/a8a8adc87bab8d63253816dad0ae5c435e96a5f6/bciciv-2a/README.md)
56
+ - [sleep-edf: original data guide](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/blob/a8a8adc87bab8d63253816dad0ae5c435e96a5f6/sleep-edf/README.md)
57
+ - [tops-fmri: original data guide](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/blob/a8a8adc87bab8d63253816dad0ae5c435e96a5f6/tops-fmri/README.md)
58
+ - [neuro-rsc-place-cell: original data guide](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/blob/a8a8adc87bab8d63253816dad0ae5c435e96a5f6/neuro-rsc-place-cell/README.md)
README.md CHANGED
@@ -1,65 +1,81 @@
1
  ---
2
- license: apache-2.0
3
- pretty_name: BrainPilotBench Tasks Data (Public)
4
- tags:
5
- - benchmark
6
- - brainpilot-bench
7
- - neuroscience
8
- task_categories:
9
- - other
10
  language:
11
- - en
12
- - zh
13
- size_categories:
14
- - 100M<n<1B
 
 
 
 
 
 
 
15
  ---
16
 
17
- # BrainPilotBench — Public Task Data
18
-
19
- Supporting data for the public (`visibility: public`) tasks of
20
- [NeuroAIHub/BrainPilotBench](https://github.com/NeuroAIHub/BrainPilotBench).
21
- One subdirectory per task, keyed by the BPB `task.yaml` `id`.
22
 
23
- > ⚠️ **BENCHMARK DATA — do not include in model training corpora.**
24
- > This dataset backs an evaluation benchmark; contamination invalidates the
25
- > resulting scores.
26
 
27
- ## Layout
 
 
28
 
29
- ```
30
- Tasks-Data-Public/
31
- └── <task-id>/ # BPB task id, matches tasks/<task-id>/ in the main repo
32
- ├── README.md # per-task data notes (fields, provenance, license)
33
- └── <files...> # the actual data bodies
34
- ```
35
 
36
- ## Tasks
37
 
38
- | Task id | Files | Notes |
39
- |------------------------|----------------------------------------------|----------------------------------------------------------------------------------------------------|
40
- | `neuro-rsc-place-cell` | `VRBeltReframe.mat` | Mouse RSC Ca²⁺ imaging + VR belt behavior (MATLAB v5, 203 MB) |
41
- | `tops-fmri` | `study3_train.mat`, `public_support.tar.zst` | Study3 tonic-pain FC + Fan 279 atlas + one example participant (~ 966 MB). Held-out lives in Private. |
42
- | `bciciv-2a` | `public.tar.zst` | BCI Competition IV 2a session-T GDF for 9 subjects + manifests + loader (~ 194 MB). Held-out session-E in Private. |
43
- | `sleep-edf` | `public-main.tar.zst`, `loso-supplement.tar.zst` | Sleep-EDF Cassette PSG + Hypnogram for subjects 0-15 (main, ~ 934 MB) + optional subjects 16-19 for LOSO (~ 235 MB). Held-out 16-19 test in Private. |
 
 
44
 
45
- ## How to consume
 
46
 
47
- Never fetch from `main` — always pin the commit sha in the task's `data.lock`:
48
 
49
- ```yaml
50
- # tasks/<task-id>/data.lock (in the BrainPilotBench repo)
51
- datasets:
52
- - name: <name>
53
- uri: hf://datasets/BrainPilot-Bench/Tasks-Data-Public@<commit-sha>/<task-id>/<file>
54
- sha256: <64 hex> # verified on fetch (integrity + cache key)
55
- bytes: <n>
56
  ```
57
 
58
- BrainPilotBench's `hf://` scheme (see the main repo's data.lock docs) handles
59
- resolution, sha256 verification, and content-addressed caching. Private/gated
60
- data goes through `HF_TOKEN`; this public repo needs no credentials.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
61
 
62
- ## License
 
 
63
 
64
- Files inherit their per-task license unless a `LICENSE` file is present in that
65
- subdirectory. Repository default is Apache-2.0. See per-task `README.md`.
 
 
 
 
1
  ---
2
+ pretty_name: BrainPilotBench task data
3
+ license: other
4
+ license_name: source-specific-data-terms
5
+ license_link: https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/blob/main/ATTRIBUTION.md
 
 
 
 
6
  language:
7
+ - en
8
+ tags:
9
+ - neuroscience
10
+ - benchmark
11
+ - brainpilotbench
12
+ configs:
13
+ - config_name: tasks
14
+ data_files:
15
+ - split: catalog
16
+ path: catalog.jsonl
17
+ default: true
18
  ---
19
 
20
+ # BrainPilotBench — task data
 
 
 
 
21
 
22
+ Public data for the BrainPilotBench v1 task collection: 112 runnable tasks across six data categories.
23
+ This repository hosts public data for 111 tasks. H1 has a source-only entry because its source agreement prohibits redistribution.
 
24
 
25
+ The collection combines 108 new tasks with four retained v0 tasks.
26
+ Agent benchmark results for the 108 additions are not yet available.
27
+ Data preparation and fixed-reference checks do not establish Agent research performance.
28
 
29
+ ## Find a task
 
 
 
 
 
30
 
31
+ The Dataset Viewer shows one catalog row per task. It does not combine recordings or behavioral trials into one sample table.
32
 
33
+ | Data category | Tasks | Directory |
34
+ |---|---:|---|
35
+ | EEG | 25 | [Browse tasks](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg) |
36
+ | Psychology | 76 | [Browse tasks](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/psychology) |
37
+ | MRI | 2 | [Browse tasks](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/mri) |
38
+ | Connectomics | 1 | [Browse tasks](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/connectomics) |
39
+ | Calcium imaging | 1 | [Browse tasks](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/calcium-imaging) |
40
+ | Invasive recordings | 7 | [Browse tasks](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/invasive) |
41
 
42
+ The [machine-readable catalog](catalog.jsonl) provides task descriptions, metrics, sources, and access status.
43
+ The [collection manifest](collection.json) records the collection totals.
44
 
45
+ ## Directory layout
46
 
47
+ ```text
48
+ tasks/<data-category>/<task-id>/
49
+ README.md
50
+ manifest.json
51
+ public/<native-relative-path>
 
 
52
  ```
53
 
54
+ Each task has one stable directory. Upload dates and storage batches do not define separate benchmark editions.
55
+ Native NPY, NPZ, JSONL, MAT, ZIP, and other task formats remain unchanged.
56
+ The collection contains 668 public data files, totaling 37,945,533,281 logical bytes.
57
+ Private evaluation files, owner mappings, and secret keys are excluded.
58
+
59
+ ## Use the data
60
+
61
+ Read the task README and its source terms before download.
62
+ Use the [BrainPilotBench source checkout](https://github.com/NeuroAIHub/BrainPilotBench/tree/feat/invasive-task-collection) for environments, protocols, and the CLI.
63
+ Its data locks bind exact HF commits, byte counts, and SHA-256 digests.
64
+ The feature branch remains under review. This data publication does not merge GitHub main or publish a software release.
65
+
66
+ The task manifests describe public files only. Private evaluation and official source-benchmark scores remain separate.
67
+ BCI IV-4 includes the prepared Train/Valid split, not its original evaluation interval.
68
+ H1 provides source links and a split/build recipe, not a mirror.
69
+ The film task needs its trusted evaluator mapping for block-first scoring. That mapping is not public.
70
+
71
+ ## Versions and source terms
72
 
73
+ `v1` names the task collection. Individual task versions identify scientific protocols.
74
+ HF commit IDs identify immutable storage snapshots. Use commit-pinned links for reproducible downloads.
75
+ The directory navigation links use `main`, which can change.
76
 
77
+ The [attribution guide](ATTRIBUTION.md) records source-specific notices and prior publication provenance.
78
+ No repository-wide license supersedes the source data terms.
79
+ The root LICENSE does not grant an Apache license for all task data.
80
+ The migration preserves existing data bytes and scientific splits.
81
+ Earlier immutable commit URLs remain part of the publication history.
catalog.jsonl ADDED
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collection.json ADDED
@@ -0,0 +1,800 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "collection": "v1",
3
+ "data_layout": "tasks/<data-category>/<task-id>/public/<native-relative-path>",
4
+ "hosted_public_tasks": 111,
5
+ "logical_public_bytes": 37945533281,
6
+ "public_data_files": 668,
7
+ "runnable_tasks": 112,
8
+ "schema": "brainpilotbench-public-collection/1",
9
+ "source_only_tasks": [
10
+ "falcon-h1-reach-grasp"
11
+ ],
12
+ "task_protocol_source_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
13
+ "tasks": [
14
+ {
15
+ "access": "hosted_public",
16
+ "data_category": "calcium-imaging",
17
+ "public_bytes": 203632523,
18
+ "public_file_count": 1,
19
+ "task_id": "neuro-rsc-place-cell"
20
+ },
21
+ {
22
+ "access": "hosted_public",
23
+ "data_category": "connectomics",
24
+ "public_bytes": 1063606,
25
+ "public_file_count": 3,
26
+ "task_id": "celegans-structure-function-divergence"
27
+ },
28
+ {
29
+ "access": "hosted_public",
30
+ "data_category": "eeg",
31
+ "public_bytes": 202714474,
32
+ "public_file_count": 1,
33
+ "task_id": "bciciv-2a"
34
+ },
35
+ {
36
+ "access": "hosted_public",
37
+ "data_category": "eeg",
38
+ "public_bytes": 119737938,
39
+ "public_file_count": 4,
40
+ "task_id": "eeg-cvep-thielen2015"
41
+ },
42
+ {
43
+ "access": "hosted_public",
44
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+ "access": "hosted_public",
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+ "data_category": "psychology",
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+ "public_file_count": 2,
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+ }
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+ ],
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+ "validation_scope": "All paths use frozen content bindings. Content download checks are representative, not a full re-download or Agent evaluation."
800
+ }
tasks/calcium-imaging/neuro-rsc-place-cell/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # neuro-rsc-place-cell
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ RSC 位置细胞动态分析——依据 mouse RSC Ca²⁺ imaging + VR belt 行为数据(VRBeltReframe.mat),完成位置细胞筛选/可视化/贝叶斯解码/trial-bin 相关/firing-rate 动态,交 benchmark_summary.json + report.md + 图。
6
+
7
+ Historical results for this retained task remain in the v0 report.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `neuro-rsc-place-cell` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.2` |
16
+ | Data category | Calcium imaging |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `See task protocol` (See task protocol) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/calcium-imaging/neuro-rsc-place-cell/public) contains 1 files (203,632,523 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/calcium-imaging/neuro-rsc-place-cell/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/calcium-imaging/neuro-rsc-place-cell/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/calcium-imaging/neuro-rsc-place-cell/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "calcium-imaging",
5
+ "files": [
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+ {
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+ "access": "public",
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+ "bytes": 203632523,
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+ "path": "public/VRBeltReframe.mat",
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+ "previous_location": {
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+ "path": "neuro-rsc-place-cell/VRBeltReframe.mat",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "7159b2dd2f3c8cad0167c1ded4b7dd7d7a655460"
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+ },
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+ "sha256": "0a5f35ccf29ce6611908f5233b4325bfcc43e63c57e4d3763a4cf7dcea6f0987",
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+ "source_role": "public_source"
17
+ }
18
+ ],
19
+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
20
+ "private_evaluation_data_included": false,
21
+ "public_bytes": 203632523,
22
+ "public_file_count": 1,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/calcium-imaging/neuro-rsc-place-cell/README.md",
26
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/calcium-imaging/neuro-rsc-place-cell/README.md",
27
+ "task_id": "neuro-rsc-place-cell",
28
+ "task_version": "0.2"
29
+ }
tasks/connectomics/celegans-structure-function-divergence/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Anatomical Connectivity and Signal Propagation in C. elegans
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ Candidate integration of an analysis task comparing a measured C. elegans signaling atlas with electron-microscopy connectomes. The agent implements a reusable pipeline for edge ranking, binary-topology community alignment, hub agreement, and pharyngeal co-assignment. A separately isolated evaluator checks numerical outputs on held-out reconstructions; only the public reconstruction and task instructions are available during development.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `celegans-structure-function-divergence` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.6` |
16
+ | Data category | Connectomics |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `score` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/connectomics/celegans-structure-function-divergence/public) contains 3 files (1,063,606 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/connectomics/celegans-structure-function-divergence/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/connectomics/celegans-structure-function-divergence/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/connectomics/celegans-structure-function-divergence/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "connectomics",
5
+ "files": [
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+ {
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+ "access": "public",
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+ "bytes": 996970,
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+ "path": "public/CElegansFunctionalConnectivity.xlsx",
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+ "previous_location": {
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "f02c68c9a2d34fe7b5aa8c7d74d8aca9ea9676d647e794ba99abbbff1b6350e5",
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+ "source_role": "public_source"
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+ },
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+ {
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+ "access": "public",
20
+ "bytes": 11701,
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+ "path": "public/neuron_master_sheet.csv",
22
+ "previous_location": {
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+ "path": "bpb-public-data-20261013-v1/celegans-structure-function-divergence/0.6/neuron_master_sheet.csv",
24
+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "f3273b529c7542cf6b1d61b438d0e87526e32166b74d464fcaefe4700d87a558",
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+ "source_role": "public_source"
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+ },
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+ {
31
+ "access": "public",
32
+ "bytes": 54935,
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+ "path": "public/witvliet_2020_7.csv",
34
+ "previous_location": {
35
+ "path": "bpb-public-data-20261013-v1/celegans-structure-function-divergence/0.6/witvliet_2020_7.csv",
36
+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
37
+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
39
+ "sha256": "613bfa8fb52f0ec85d65c5a878f6a40620e6c960337a4d1d1ac2ffa2af2d6e57",
40
+ "source_role": "public_source"
41
+ }
42
+ ],
43
+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
44
+ "private_evaluation_data_included": false,
45
+ "public_bytes": 1063606,
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+ "public_file_count": 3,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/connectomics/celegans-structure-function-divergence/README.md",
50
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/connectomics/celegans-structure-function-divergence/README.md",
51
+ "task_id": "celegans-structure-function-divergence",
52
+ "task_version": "0.6"
53
+ }
tasks/eeg/bciciv-2a/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # bciciv-2a — 4-class Motor Imagery decoding (BCI Competition IV 2a)
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ 4-class motor-imagery decoding on BCI Competition IV Dataset 2a (9 subjects, within-subject cross-session: session T for training, session E for blind test). The agent submits a single PyTorch `MIAgentModel` class (no direct reuse of braindecode's prebuilt decoders); the scorer trains and infers per subject, reporting per-subject accuracy and Cohen's kappa with mean_kappa as the primary metric.
6
+
7
+ Historical results for this retained task remain in the v0 report.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `bciciv-2a` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.2` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `See task protocol` (See task protocol) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/bciciv-2a/public) contains 1 files (202,714,474 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/bciciv-2a/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/bciciv-2a/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/bciciv-2a/manifest.json ADDED
@@ -0,0 +1,29 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "eeg",
5
+ "files": [
6
+ {
7
+ "access": "public",
8
+ "bytes": 202714474,
9
+ "path": "public/public.tar.zst",
10
+ "previous_location": {
11
+ "path": "bciciv-2a/public.tar.zst",
12
+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
13
+ "revision": "acce5609c72e76425566a287b1b46130ddc49d79"
14
+ },
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+ "sha256": "a61fb8ecc83f826324ffb7ae578c546768b4ac975018340b5f2fdad3734b09a5",
16
+ "source_role": "public_source"
17
+ }
18
+ ],
19
+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
20
+ "private_evaluation_data_included": false,
21
+ "public_bytes": 202714474,
22
+ "public_file_count": 1,
23
+ "schema": "brainpilotbench-public-task/1",
24
+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
25
+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/bciciv-2a/README.md",
26
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/bciciv-2a/README.md",
27
+ "task_id": "bciciv-2a",
28
+ "task_version": "0.2"
29
+ }
tasks/eeg/eeg-cvep-thielen2015/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Thielen2015 cVEP decoding
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ Thielen2015 cVEP; frozen cvep/thielen2015 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-cvep-thielen2015` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-cvep-thielen2015/public) contains 4 files (119,737,938 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-cvep-thielen2015/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-cvep-thielen2015/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
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+ }
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "public_bytes": 119737938,
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-cvep-thielen2015/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-cvep-thielen2015/README.md",
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+ "task_id": "eeg-cvep-thielen2015",
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+ }
tasks/eeg/eeg-dementia-dice/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # DICE EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ DICE dementia diagnosis; frozen dementia_diagnosis/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-dementia-dice` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-dementia-dice/public) contains 4 files (510,942,124 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-dementia-dice/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-dementia-dice/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-dementia-dice/manifest.json ADDED
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+ {
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+ "access": "hosted_public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ ],
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-dementia-dice/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-dementia-dice/README.md",
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+ "task_id": "eeg-dementia-dice",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-erp-ern/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # ERN EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ ERP CORE ERN; frozen ern/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-erp-ern` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-erp-ern/public) contains 4 files (185,087,647 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-ern/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-ern/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-erp-ern/manifest.json ADDED
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+ {
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+ "access": "hosted_public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ ],
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+ "public_bytes": 185087647,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-ern/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-ern/README.md",
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+ "task_id": "eeg-erp-ern",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-erp-lrp/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # LRP EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ ERP CORE LRP; frozen lrp/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-erp-lrp` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-erp-lrp/public) contains 4 files (185,087,647 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-lrp/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-lrp/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-erp-lrp/manifest.json ADDED
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1
+ {
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+ "access": "hosted_public",
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+ "benchmark_collection": "v1",
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+ "data_category": "eeg",
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+ "files": [
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-lrp/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-lrp/README.md",
63
+ "task_id": "eeg-erp-lrp",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-erp-mmn/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Mismatch-negativity EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ ERP CORE MMN; frozen mismatch_negativity/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-erp-mmn` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-erp-mmn/public) contains 4 files (460,888,332 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-mmn/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-mmn/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-erp-mmn/manifest.json ADDED
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1
+ {
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+ "access": "hosted_public",
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+ "data_category": "eeg",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "4c8fc2221a518087dd7920d2f9297a13a3c824d2089edac15b740b0b636f48e6",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "bd7fc13f2f4b38943c79bb4c8573833158ad17d321cd056dee98756c9cb1b30a",
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+ "source_role": "train"
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+ },
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+ {
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+ "access": "public",
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+ "bytes": 551111,
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+ "path": "public/val-groups.json",
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+ "previous_location": {
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+ "path": "bpb-public-data-20261013-v1/eeg-erp-mmn/expanded-three-seed-20260923-mmn-v1/val-groups.json",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "563eef64c08445600717382d7c7497008199f562c347aaeb214108dbc2e1dda5",
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+ "source_role": "validation"
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+ },
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+ {
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+ "previous_location": {
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+ "path": "bpb-public-data-20261013-v1/eeg-erp-mmn/expanded-three-seed-20260923-mmn-v1/val.npz",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "82f59d8bcd6f677a77974abd9923bcdf0a63b04ea5725d6338f6eea83a3fca32",
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
56
+ "private_evaluation_data_included": false,
57
+ "public_bytes": 460888332,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-mmn/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-mmn/README.md",
63
+ "task_id": "eeg-erp-mmn",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-erp-n170/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # N170 EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ ERP CORE N170; frozen n170/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-erp-n170` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-erp-n170/public) contains 4 files (148,243,682 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n170/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n170/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-erp-n170/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "eeg",
5
+ "files": [
6
+ {
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+ "access": "public",
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+ "bytes": 529031,
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+ "path": "public/train-groups.json",
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+ "previous_location": {
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+ "path": "bpb-public-data-20261013-v1/eeg-erp-n170/expanded-three-seed-20260923-n170-v1/train-groups.json",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "39c693225b9afd534ff45d18367ab2a2d9b8332e50d8f43cfa73ffaffaace1dd",
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+ "source_role": "train"
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+ },
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+ "path": "bpb-public-data-20261013-v1/eeg-erp-n170/expanded-three-seed-20260923-n170-v1/train.npz",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "d31f5e40edecf63fdc7a8b85e47fa3731419065d53bdfadde702b0226d12f831",
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+ "source_role": "train"
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+ },
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+ "previous_location": {
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+ "path": "bpb-public-data-20261013-v1/eeg-erp-n170/expanded-three-seed-20260923-n170-v1/val-groups.json",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "08cad07023e7adb0fc641a3dbda4d08e995433f2b675d8a72e198cd1052f38fc",
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
56
+ "private_evaluation_data_included": false,
57
+ "public_bytes": 148243682,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n170/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n170/README.md",
63
+ "task_id": "eeg-erp-n170",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-erp-n2pc/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # N2pc EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ ERP CORE N2pc; frozen n2pc/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-erp-n2pc` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-erp-n2pc/public) contains 4 files (148,345,021 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n2pc/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n2pc/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-erp-n2pc/manifest.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "eeg",
5
+ "files": [
6
+ {
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+ "access": "public",
8
+ "bytes": 528824,
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+ "path": "public/train-groups.json",
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+ "previous_location": {
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "fe44f0636a5e3eccfa8b6654fd78c27973fa1d739c700e2cc7efec6a00728dc9",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "35410eb22a209bb3770be6dd60ef078a9eed151ba90c0a767477502d1cfcd8c6",
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+ "source_role": "train"
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+ },
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+ {
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+ "access": "public",
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+ "previous_location": {
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+ "path": "bpb-public-data-20261013-v1/eeg-erp-n2pc/expanded-three-seed-20260923-n2pc-v1/val-groups.json",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "2012545e710063ba9e5f2891f3a545820987868dd028a553609bb141dad3c3da",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "12ab5e38b594ecf97c4501795e39918fc55e7fcb5248d049b976208dd2f5a86a",
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
56
+ "private_evaluation_data_included": false,
57
+ "public_bytes": 148345021,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n2pc/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n2pc/README.md",
63
+ "task_id": "eeg-erp-n2pc",
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+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-erp-n400/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # N400 EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ ERP CORE N400; frozen n400/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-erp-n400` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-erp-n400/public) contains 4 files (55,590,922 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n400/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n400/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-erp-n400/manifest.json ADDED
@@ -0,0 +1,65 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
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+ "data_category": "eeg",
5
+ "files": [
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+ {
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+ "bytes": 197831,
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+ "path": "public/train-groups.json",
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+ "previous_location": {
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+ "path": "bpb-public-data-20261013-v1/eeg-erp-n400/expanded-three-seed-20260923-n400-v1/train-groups.json",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "1232a6839fa928a50f9251e888aa73b5d80e209d7996b7d02e82d03e6d6320c6",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
57
+ "public_bytes": 55590922,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n400/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-n400/README.md",
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+ "task_id": "eeg-erp-n400",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-erp-p3/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Kappenman2021 P3 EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ ERP CORE P3; frozen p3/kappenman2021p3 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-erp-p3` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-erp-p3/public) contains 4 files (92,652,002 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-p3/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-p3/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-erp-p3/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
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+ "benchmark_collection": "v1",
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+ "data_category": "eeg",
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+ "files": [
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+ {
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+ "access": "public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "9dec92a4c148562857dab54b07449fba94611393deb5b5906d0661a5451730b9",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ },
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+ }
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
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+ "public_bytes": 92652002,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-p3/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-erp-p3/README.md",
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+ "task_id": "eeg-erp-p3",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-me-highgamma2017/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # High-Gamma motor-execution classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ High-Gamma motor execution; frozen motor_execution/schirrmeister2017 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-me-highgamma2017` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-me-highgamma2017/public) contains 4 files (2,041,458,389 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-highgamma2017/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-highgamma2017/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-me-highgamma2017/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "eeg",
5
+ "files": [
6
+ {
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+ "access": "public",
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+ "bytes": 558770,
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+ "path": "public/train-groups.json",
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+ "previous_location": {
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "464220265a836f939932dda2b03c80d361c3ae2a3d83e080078a2fbb5a866e10",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "ed3c5caa5fb016f4c70ba05d678cf6d2395a6856c326868186b8983c702c836e",
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "ceb7df542a1400bda45668b250876995867dbbac49d0215fde47dce04fc92ea5",
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
56
+ "private_evaluation_data_included": false,
57
+ "public_bytes": 2041458389,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-highgamma2017/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-highgamma2017/README.md",
63
+ "task_id": "eeg-me-highgamma2017",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-me-ofner2017/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Ofner2017 motor-execution classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ Ofner2017 motor execution; frozen motor_execution/ofner2017 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-me-ofner2017` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-me-ofner2017/public) contains 4 files (443,100,882 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-ofner2017/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-ofner2017/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-me-ofner2017/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
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+ "benchmark_collection": "v1",
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+ "data_category": "eeg",
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+ "files": [
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+ {
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "a64012be5c296b306c17293bab8a9a79a98334d184db4dafd7b521ca6239f92f",
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
56
+ "private_evaluation_data_included": false,
57
+ "public_bytes": 443100882,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-ofner2017/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-me-ofner2017/README.md",
63
+ "task_id": "eeg-me-ofner2017",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-mental-arithmetic-zyma2019/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Zyma2019 mental-arithmetic classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ Zyma mental arithmetic; frozen mental_arithmetic/default protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-mental-arithmetic-zyma2019` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-mental-arithmetic-zyma2019/public) contains 4 files (63,605,750 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mental-arithmetic-zyma2019/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mental-arithmetic-zyma2019/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-mental-arithmetic-zyma2019/manifest.json ADDED
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+ {
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+ "access": "hosted_public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "40f14d4c7125d761a1d9869b903f25181d2215b4b850add16327487d2a5c6480",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
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+ "public_bytes": 63605750,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mental-arithmetic-zyma2019/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mental-arithmetic-zyma2019/README.md",
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+ "task_id": "eeg-mental-arithmetic-zyma2019",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-mi-barachant2012/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # AlexMI motor-imagery classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ AlexMI motor imagery; frozen motor_imagery/barachant2012 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-mi-barachant2012` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-mi-barachant2012/public) contains 4 files (11,825,808 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-barachant2012/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-barachant2012/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-mi-barachant2012/manifest.json ADDED
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1
+ {
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+ "access": "hosted_public",
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+ "benchmark_collection": "v1",
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+ "data_category": "eeg",
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+ "files": [
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+ {
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+ "access": "public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "ec9b985b90347ccfa9381c3836b70cbb9fff268cac1b86b6a3ab6dda98963bf8",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
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+ "public_bytes": 11825808,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-barachant2012/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-barachant2012/README.md",
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+ "task_id": "eeg-mi-barachant2012",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-mi-bnci2014/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # BCI-IV-2a native motor-imagery classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ BCI-IV-2a native subject-grouped motor-imagery task, shared with AgentEEGBench.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-mi-bnci2014` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-mi-bnci2014/public) contains 2 files (170,344,916 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-bnci2014/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-bnci2014/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-mi-bnci2014/manifest.json ADDED
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+ {
2
+ "access": "hosted_public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ },
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
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+ "public_bytes": 170344916,
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+ "public_file_count": 2,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-bnci2014/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-bnci2014/README.md",
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+ "task_id": "eeg-mi-bnci2014",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-mi-cho2017/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Cho2017 motor-imagery classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ Cho2017 motor imagery; frozen motor_imagery/cho2017 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-mi-cho2017` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-mi-cho2017/public) contains 4 files (1,023,001,442 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-cho2017/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-cho2017/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-mi-cho2017/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "eeg",
5
+ "files": [
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+ {
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+ "access": "public",
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+ "bytes": 421391,
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+ "path": "public/train-groups.json",
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+ "previous_location": {
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "7a179ac00f4f80a8fb78ccdc259a10d8dd73da61e04258c9b4adebadecec5371",
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+ "source_role": "train"
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+ },
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+ "access": "public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "f73e5697d6ba99ff5421b1e62609e4d1ccf34a8f2f1294d23a7bcecc53951942",
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
57
+ "public_bytes": 1023001442,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-cho2017/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-cho2017/README.md",
63
+ "task_id": "eeg-mi-cho2017",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-mi-eegmmidb/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # EEGMMIDB motor-imagery classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ EEGMMIDB motor imagery; frozen motor_imagery/schalk2004bci2000 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-mi-eegmmidb` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-mi-eegmmidb/public) contains 4 files (929,308,208 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-eegmmidb/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-eegmmidb/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-mi-eegmmidb/manifest.json ADDED
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1
+ {
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
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+ "public_bytes": 929308208,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-eegmmidb/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-eegmmidb/README.md",
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+ "task_id": "eeg-mi-eegmmidb",
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+ "task_version": "0.1-public-validation"
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+ }
tasks/eeg/eeg-mi-openbmi2019/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # OpenBMI motor-imagery classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ OpenBMI motor imagery; frozen motor_imagery/lee2019mi protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-mi-openbmi2019` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-mi-openbmi2019/public) contains 4 files (1,024,405,402 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-openbmi2019/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-openbmi2019/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-mi-openbmi2019/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "eeg",
5
+ "files": [
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+ {
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+ "access": "public",
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+ "bytes": 440711,
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+ "path": "public/train-groups.json",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "19885a053b59af387aa165fa6ff68c786bd7b4789f972b25bcd279626538b56e",
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
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+ "public_bytes": 1024405402,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-openbmi2019/README.md",
62
+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-openbmi2019/README.md",
63
+ "task_id": "eeg-mi-openbmi2019",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-mi-zhou2016/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Zhou2016 motor-imagery classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ Zhou2016 motor imagery; frozen motor_imagery/zhou2016 protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-mi-zhou2016` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-mi-zhou2016/public) contains 4 files (32,355,620 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-zhou2016/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-zhou2016/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-mi-zhou2016/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
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+ "data_category": "eeg",
5
+ "files": [
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+ {
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+ "access": "public",
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+ "bytes": 45556,
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+ "path": "public/train-groups.json",
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+ "previous_location": {
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "04c4d613080168968e485ce77050acabdf3f8f6ca5363c575adddd3896734e71",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "source_role": "validation"
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+ }
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+ ],
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+ "license_notice": "Original source terms apply. This catalog does not relicense the data.",
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+ "private_evaluation_data_included": false,
57
+ "public_bytes": 32355620,
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+ "public_file_count": 4,
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+ "schema": "brainpilotbench-public-task/1",
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+ "source_code_revision": "9d92b6738189d23607478ee1f71bdb6ff567d07b",
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+ "source_reference": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-zhou2016/README.md",
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+ "task_documentation": "https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-mi-zhou2016/README.md",
63
+ "task_id": "eeg-mi-zhou2016",
64
+ "task_version": "0.1-public-validation"
65
+ }
tasks/eeg/eeg-p3-openbmi2019/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # OpenBMI P3 EEG classification
2
+
3
+ [Task catalog](../../../README.md)
4
+
5
+ OpenBMI P3; frozen p3/lee2019erp protocol adapted for public train/valid model validation.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-p3-openbmi2019` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-p3-openbmi2019/public) contains 4 files (10,623,665,898 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-p3-openbmi2019/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-p3-openbmi2019/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
tasks/eeg/eeg-p3-openbmi2019/manifest.json ADDED
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1
+ {
2
+ "access": "hosted_public",
3
+ "benchmark_collection": "v1",
4
+ "data_category": "eeg",
5
+ "files": [
6
+ {
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+ "access": "public",
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+ "bytes": 18701271,
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+ "path": "public/train-groups.json",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "098d95216a6ca1f5b3b2f0f5df7a88c70834bac4d0c2f567465494b5b58df92f",
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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+ },
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+ "sha256": "7bc96205e6dd2d3df058aaf938cb7e76307940e4af320cf03f9396b113f58272",
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+ },
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+ "repository": "BrainPilot-Bench/Tasks-Data-Public",
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+ "revision": "09240a63ce2ec96050313c59221291114ff8df6f"
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tasks/eeg/eeg-sleep-stage-sleepedf/README.md ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Sleep-EDF cassette sleep-stage classification
2
+
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+ [Task catalog](../../../README.md)
4
+
5
+ Sleep-EDF full native subject-disjoint sleep staging with public train/validation; two EEG channels, 30-second windows, and five-class balanced accuracy.
6
+
7
+ Agent benchmark results are not yet available. Preparation and fixed-reference checks are not Agent results.
8
+
9
+ ## Task and data
10
+
11
+ | Field | Value |
12
+ |---|---|
13
+ | Task ID | `eeg-sleep-stage-sleepedf` |
14
+ | Collection | BrainPilotBench v1 |
15
+ | Task version | `0.1-public-validation` |
16
+ | Data category | EEG |
17
+ | Access | `hosted_public` |
18
+ | Primary metric | `balanced_accuracy` (maximize) |
19
+
20
+ The [public folder](https://huggingface.co/datasets/BrainPilot-Bench/Tasks-Data-Public/tree/main/tasks/eeg/eeg-sleep-stage-sleepedf/public) contains 4 files (4,453,124,284 bytes).
21
+ The [manifest](manifest.json) records each relative path, byte count, and SHA-256 digest.
22
+ Use the task data lock in the BrainPilotBench source checkout for commit-pinned downloads.
23
+ The `main` links on this page are navigation links, not immutable data identifiers.
24
+
25
+ ## Protocol and source
26
+
27
+ The [task guide](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-sleep-stage-sleepedf/README.md) describes the inputs, outputs, split, environment, and scoring interface.
28
+ Scientific task versions remain separate from the collection name and storage layout.
29
+
30
+ [Source reference](https://github.com/NeuroAIHub/BrainPilotBench/blob/9d92b6738189d23607478ee1f71bdb6ff567d07b/tasks/eeg/eeg-sleep-stage-sleepedf/README.md) · [Source attribution](../../../ATTRIBUTION.md)
31
+
32
+ Original source terms apply. This catalog does not relicense the data.
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