datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
infra-censoring-derived
Infrastructure censoring bias — derived census results
Derived tables for the paper Invalid Is Not Failure: Infrastructure Censoring Bias
in Long-Horizon Agent Evaluation (Shilin Chhabra; AAAI 2026 Fall Symposium TAS 2026
camera-ready, plus extended preprint).
What this dataset contains
Included (derived aggregates and analysis outputs):
census_leaderboard.json — per-split census of public submissions with
identified intervals and rank intervals under strict and… See the full description on the dataset page: https://huggingface.co/datasets/shilinc1/infra-censoring-derived.multi-modal-derived-brain-network
PPMI Connectivity Graphs — HF Staging (Derivatives)
This dataset ships ready-to-use functional brain connectivity graphs derived from the PPMI cohort in a BIDS-ish derivatives layout. For each subject and parcellation, we include:
ROI time-series (*_desc-timeseries_parc-<name>.mat)
Pearson correlation connectivity matrix (*_desc-correlation_matrix_parc-<name>.mat)
JSON sidecars with summary fields (nodes, measure, symmetric/weighted flags)
Contents
data/… See the full description on the dataset page: https://huggingface.co/datasets/pakkinlau/multi-modal-derived-brain-network.pypi-clean-derived-v4-completion
PyPI clean — v4 completion partitions
This public repository stores only the previously missing partitions of a
scope-aware Python derivative of vikp/pypi_clean.
It is not independently a complete copy of that derivative. A completion plan
lists the 1,695 existing local partitions and 801 requested completion partitions.
Outputs under v4-completion/<transform fingerprint>/ contain linked files,
units, and edges Parquet tables, per-partition state and checksummed receipts.
Each… See the full description on the dataset page: https://huggingface.co/datasets/IntellAgents/pypi-clean-derived-v4-completion.eeg-fmri-ds006040-derived
EEG-fMRI ds006040 standardized derivatives
This public development dataset is the persistent, versioned data layer for an
external NeuroBOLT replication on OpenNeuro ds006040.
The repository does not mirror the complete OpenNeuro dataset. OpenNeuro is
the authoritative raw-data source. This repository records immutable source
identifiers and checksums and will contain only standardized run-level EEG,
DiFuMo BOLD features, synchronization evidence, QC records and preprocessing… See the full description on the dataset page: https://huggingface.co/datasets/Yvhang009/eeg-fmri-ds006040-derived.medtrace-rhuh-gbm-derived
MEDTRACE RHUH-GBM derived artefacts
Delivery artefacts for the MEDTRACE longitudinal brain-MRI workstation: 28 glioblastoma patients, 3 timepoints each, prepared so a browser can render them directly.
This repository is the Space's data layer. The Space is a Static Space with no server, so the browser range-fetches these files straight from here.
[!WARNING]
Research artefacts. Not a medical device. Not for diagnosis, treatment planning, or any clinical decision. Not clinically… See the full description on the dataset page: https://huggingface.co/datasets/AIOmarRehan/medtrace-rhuh-gbm-derived.tcga-ov-multiomics-network-derived-results
TCGA-OV Multiomics Network Derived Results
This dataset contains derived, publication-ready outputs from a reproducible TCGA-OV multi-omics network analysis pipeline.
Current status
Primary manuscript target: Journal of Biomedical Informatics
Preferred bundle: manuscript/journal_of_biomedical_informatics/
Current JBI main manuscript status:
required statement-of-significance table included
main-paper combined tables/figures reduced to a compliant <=8
sequential in-text… See the full description on the dataset page: https://huggingface.co/datasets/hssling/tcga-ov-multiomics-network-derived-results.FusionRS-derived-images-v1
FusionRS-derived-images-v1
This Hugging Face dataset contains the 605,779 converted synthetic IR-style JPG images generated for FusionRS. It is a derived-image release and does not modify the historical FusionRS GitHub repository.
Release status: complete. The canonical release contains 196 tar shards covering all 605,779 rows exactly once over the half-open index range [0, 605779). The final shards_manifest.tsv is sorted by row range; two duplicate historical shard files were… See the full description on the dataset page: https://huggingface.co/datasets/jujuju725/FusionRS-derived-images-v1.allahabad-hc-derivedp2-etf-derived-algebraic-geometry-resultsImaginarium-3D-Derived-Datasettime-lapse-artifacts-derived
Time-Lapse Artifacts: Derived Access Layer
This repository contains reproducible access derivatives for
maxwellinked/time-lapse-artifacts.
The archival masters remain in the source dataset and remain authoritative.
Related interfaces
Public browser (pinned snapshot)
Browser source and revision history
The browser is a static presentation layer and may lag the current Hugging Face
dataset. Hugging Face remains authoritative for media, record identities, and… See the full description on the dataset page: https://huggingface.co/datasets/maxwellinked/time-lapse-artifacts-derived.eeg-fmri-natview-derived
NATVIEW EEG-fMRI derived run objects
This public dataset repository is the persistent derivative store for the M8
external Spec2VolCAMU-Net/NeuroBOLT comparison. The source data are the NKI
NATVIEW simultaneous EEG-fMRI release:
Data paper: https://doi.org/10.1038/s41597-023-02458-8
Dataset DOI: https://doi.org/10.82901/nemar.nm000254
Authoritative raw source: s3://fcp-indi/data/Projects/NATVIEW_EEGFMRI/raw_data
The repository does not mirror raw 5 kHz EEG or raw… See the full description on the dataset page: https://huggingface.co/datasets/Yvhang009/eeg-fmri-natview-derived.Cedar-Field-Notes-Derived
Cedar Field Notes — Derived Release
This card contains transcribed observations normalized with a language model.
Upstream model
The transformation used the CedarText-7B model. Its authoritative release record states: Open Data Commons Attribution License.
Dataset
The raw companion card is Cedar Field Notes Raw.
Editorial note
Examples are retained for provenance review.
Clearance record
This release may be reused under: Open Data Commons Attribution License
cyp-challenge-derived
CYP Challenge — derived data and research notes
Open artifacts from an autonomous, agent-driven campaign on the
OpenADMET CYP Inhibition Blind Challenge
(CYP3A4 / CYP2C9 / CYP2D6 / CYP1A2; pIC50 regression scored by RAE, plus TDI classification).
Shared so others can reuse the curation work and — just as usefully — our negative results.
What is here
file
size
description
cyp_external_wide.parquet
336 KB
Per-InChIKey median pIC50 across the 4 isoforms… See the full description on the dataset page: https://huggingface.co/datasets/xX-its-amit-Xx/cyp-challenge-derived.OriField-raw-derived-bev-kitti
Learning Orientation Field for OSM-Guided Autonomous Navigation
This repository contains the paper's training data.
Paper: https://arxiv.org/abs/2503.18276
Code and usage: https://github.com/IMRL/OriField
Training data: https://huggingface.co/datasets/yuminhhuang/OriField-raw-derived-bev-kitti
Model: https://huggingface.co/yuminhhuang/OriField
The raw-derived-bev-kitti/ directory contains 45,192 files (72,032,024,576 bytes). Files keep their original relative paths.… See the full description on the dataset page: https://huggingface.co/datasets/yuminhhuang/OriField-raw-derived-bev-kitti.figmirror-paper-derived-pilot
Paper-derived Oracle Figures — Pilot v7 (agent-judged, 2026-07-14)
Every pick vetted by an independent Haiku 4.5 vision-agent on two axes:
benchmark_worthy — is the SOURCE non-trivial (challenge a 7B code-gen model)?
fidelity_pass — does REPRODUCED faithfully echo SOURCE?
Only picks where BOTH = YES ship.
Stats
50 picks (28 ML + 22 SCI)
20 distinct subtypes; 12/12 majors
13 distinct venues
Per-pick files
<domain>/<safe-id>/: source.png… See the full description on the dataset page: https://huggingface.co/datasets/zcahjl3/figmirror-paper-derived-pilot.sec-filings-snippetsHarborWatch-Derived-Explanations
HarborWatch Derived Explanations
This card accompanies the Harbor Sensor Archive.
Synthesis register
synthesis_model_register:
- model_key: delta-explainer
review_order: 8
derivative_release: allowed
reuse_notice: BSD-3-Clause
- model_key: atlas-explainer
review_order: 3
derivative_release: restricted
reuse_notice: Proprietary evaluation terms
- model_key: cove-explainer
review_order: 3
derivative_release: allowed… See the full description on the dataset page: https://huggingface.co/datasets/SOTAagi2030/HarborWatch-Derived-Explanations.Kensho_Derived_Wikimedia_DatasetThis dataset is a first-ever-exist rehosted copy of Kensho Derived Wikimedia Dataset for collection-building purposes. The dataset was originally created by Kensho and is licensed under CC BY-SA 3.0.
license: cc-by-sa-3.0
verification-bandwidth-derived-results
Verification Bandwidth Under Correlated Evaluators — derived results
Derived numerical results for the paper Verification Bandwidth Under Correlated Evaluators: What an Effective-Sample-Size Statistic Measures in an Acceptance Cascade.
Paper concept DOI: 10.5281/zenodo.21891435
Paper version DOI (v1.0.0): 10.5281/zenodo.21891436
Code: github.com/spectralbranding/orgschema-papers/tree/main/verification-bandwidth/code
This dataset's DOI: 10.57967/hf/9953
What this is… See the full description on the dataset page: https://huggingface.co/datasets/spectralbranding/verification-bandwidth-derived-results.xrf55-wifi-har-derived
XRF55 WiFi HAR derived artifacts
This dataset repository stores content-addressed protocol manifests and derived
WiFi CSI caches used by our reproducible 55-class XRF55 experiments. It does
not contain Kinect video, names, contact information, credentials, private
recordings, or unreleased data.
Upstream data and license
The source release is XRF55 (xrfdataset/xrf55-rawdata, Kaggle version 1),
described by Wang et al., DOI 10.1145/3643543. The XRF55 authors… See the full description on the dataset page: https://huggingface.co/datasets/bailuyucha/xrf55-wifi-har-derived.physworld-real-derived-annotations
Annotations, masks and splits derived from public video datasets
Produced by our scripts on top of PISA, YouTube-VOS, DAVIS, SA-V, Physion and Physics-IQ: tracks, masks, pair lists, train/held-out/static splits, logs. No video pixels are included -- get the source videos from the dataset owners; each dataset's own license also applies to annotations derived from it. Single tar, extract with tar -xf real_derived_annotations.tar -C <wsp_out>. Storage dump: no documentation or… See the full description on the dataset page: https://huggingface.co/datasets/ChengYangYang/physworld-real-derived-annotations.imdb-50K-reviews-cleanedA cleaned version of https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews
symmetric-deriveddataagentbench-derived-official54-altimate-prompt-shell
DataAgentBench-Derived Official54 Altimate Prompt Shell
This public dataset contains 54 DataAgentBench-derived task prompt-shell rows compiled for the Altimate-centered DAB sandbox runtime. It is a derived compile/export artifact, not the official raw DataAgentBench release.
It is intended as a portable task/prompt/manifest source for downstream Altimate teacher rollouts, SFT construction, or RL data compilation. It is not a completed rollout dataset: the rows do not contain… See the full description on the dataset page: https://huggingface.co/datasets/forseasons/dataagentbench-derived-official54-altimate-prompt-shell.arxiv_sampleFrom https://huggingface.co/datasets/nick007x/arxiv-papers
c4_derived
Dataset Card for "c4_derived"
More Information needed
valkeir-public-derived-mimic3-matched-2p7tb-pass-2026-04-08-shard-de2ebe49
mimic3-matched-2p7tb-pass-2026-04-08 shard 09 of 03
This dataset is published from Project ValkEir's governed internal ML platform.
Publication ID: 8aaf9743b5064d5e
Role: source_dataset
Category: public-derived
License ID: odbl-1.0
Sanitization state: approved_public_release
Source classification: public_safe
See manifest/publication_manifest.json for the machine-readable package manifest.
magesql-spider-derived
MageSQL — Spider-derived data and model
These files are derived from / adapted from the
Spider dataset (Yu et al., 2018), which is
distributed under
CC BY-SA 4.0.
Modifications by Megagon Labs, Inc.: merged the Spider train splits
(train_spider_and_others.json), extracted database schema text
(db_id2schema_text.json), mapped questions to gold SQL (question2sql.json),
generated question embeddings (question_embeddings.pt), and trained the
database-routing classifier… See the full description on the dataset page: https://huggingface.co/datasets/megagonlabs/magesql-spider-derived.marketstudies-derived