datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
automo-kd-qer-evidencehotpot-fine-grain-evidenceparkinsons-evidence-to-discovery-prioritisation
Parkinson's Disease Evidence-to-Discovery Prioritisation Dataset
This Hugging Face dataset package contains processed research assets from an AI-assisted evidence synthesis and computational validation project on Parkinson's disease (PD) prevention and disease-modifying therapeutic strategy prioritisation.
Dataset Summary
The dataset integrates:
evidence-priority scores for PD prevention and disease-modification candidates;
pathway-to-intervention framework;
individual… See the full description on the dataset page: https://huggingface.co/datasets/hssling/parkinsons-evidence-to-discovery-prioritisation.contextualized-ST-Evidence
Contextualized ST-Evidence
A re-annotation of Salesforce/ST-Evidence-Instruct's gen_mask
split. Same 19,902 entries, same objects, same frames, same temporal evidence.
The only thing that changes is the spatial box on each frame.
This is the video counterpart of
shredder-31/contextualized-viscot,
built with the same model, the same prompt design and the same union-with-the-
original safety rule.
Why
ST-Evidence ships per-frame instance masks from GroundingDINO +… See the full description on the dataset page: https://huggingface.co/datasets/shredder-31/contextualized-ST-Evidence.ingredient-evidence-register
Vallydia Ingredient-Evidence Register
An open, evidence-graded reference dataset of 85 cosmetic and research ingredients — peptides, small molecules, proteins and blends — published by Vallydia under CC-BY-4.0.
Most ingredient databases tell you what a compound is. This one tells you how good the evidence actually is, outcome by outcome, and says so honestly when the answer is "we don't know" or "it was tested and it failed".
Per-outcome A–F evidence grades — a compound can… See the full description on the dataset page: https://huggingface.co/datasets/vallydia/ingredient-evidence-register.automo-non-kd-qer-evidenceevidence_inferenceThe dataset consists of biomedical articles describing randomized control trials (RCTs) that compare multiple
treatments. Each of these articles will have multiple questions, or 'prompts' associated with them.
These prompts will ask about the relationship between an intervention and comparator with respect to an outcome,
as reported in the trial. For example, a prompt may ask about the reported effects of aspirin as compared
to placebo on the duration of headaches. For the sake of this task, we assume that a particular article
will report that the intervention of interest either significantly increased, significantly decreased
or had significant effect on the outcome, relative to the comparator.gaze-as-grounding-evidence
Gaze as Evidence for Common Grounding
Processed, window-level gaze features for Gaze as Evidence for Common
Grounding: A Cross-Corpus Analysis of MapTask and MUNDEX by Nan Li,
Albert Gatt and Massimo Poesio (MINT 2026).
Paper on arXiv ·
Hugging Face paper page ·
GitHub: data and analysis code
The dataset connects gaze measurements with reference-alignment annotations in
MapTask and retrospective understanding judgments in MUNDEX. Both corpora use
discrete behavioral gaze… See the full description on the dataset page: https://huggingface.co/datasets/chnln/gaze-as-grounding-evidence.qfs-evidence-6c6b45736e86851500161bfeb9f44dd8-public
QFS workflow evidence
Recovered and receipt-checked root workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use the… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-6c6b45736e86851500161bfeb9f44dd8-public.qfs-evidence-9bafb145820e0eba1117bbfcefff8abc-public
QFS workflow evidence
Recovered and receipt-checked candidate workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-9bafb145820e0eba1117bbfcefff8abc-public.clinical_evidence
OpenTargets Clinical Evidence Dataset
This OpenTargets clinical evidence dataset represents a comprehensive collection of clinical trial data linking genetic targets to diseases, containing 32 structured columns that capture the complete lifecycle of clinical studies.
The dataset is annotated with clinical trials' predicted stop reason and genetic evidence when available and was referenced in the Why Clinical Trials Stop: The Role of Genetics.
The study analyzed 28,842 stopped… See the full description on the dataset page: https://huggingface.co/datasets/opentargets/clinical_evidence.qfs-hf-jobs-campaign-evidence-20260909evidence-inference-simple
Dataset Card for "ei-abstract-significance"
More Information needed
qfs-evidence-9ac7f94b2ab1bab8f4d9d65fc9af9003-public
QFS workflow evidence
Recovered and receipt-checked candidate workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-9ac7f94b2ab1bab8f4d9d65fc9af9003-public.cbeeg-evidence-graphs
CBEEG — Compute-Budgeted Exploitability Evidence Graphs (derived artifacts)
Reproducible derived artifacts for the paper Compute-Budgeted Exploitability
Evidence Graphs for Prospective Vulnerability Triage (Alpay & Alpay). The paper
frames prospective CVE triage as a leakage-safe, compute-budgeted evidence
selection problem: for each CVE we admit only public evidence visible by a fixed
decision time, select a few documents under a budget, and attach an auditable
evidence… See the full description on the dataset page: https://huggingface.co/datasets/Lightcap/cbeeg-evidence-graphs.EvidenceFirst-Audio
EvA Open Data
This folder contains the public EvA caption, QA and audio data.
The audio clips are sourced from AudioSet Strong Labels and are stored as audio
bytes in the parquet shards.
Files
captions.jsonl: caption metadata with fields id, audio_path, caption, and caption_with_asr.
qa.jsonl: instruction QA data using the same relative audio paths as captions.jsonl.
parquet/: audio parquet shards. Each row contains id, audio_path, audio_filename, caption… See the full description on the dataset page: https://huggingface.co/datasets/SatsukiVie/EvidenceFirst-Audio.vietnamese-evidence-retrieval-indexes-v2-r1
Vietnamese Evidence Retrieval Indexes
Prebuilt exact dense and sparse indexes for
Loctran123/vietnamese-evidence-corpus-embeddings-e5-large-v2-r1 at revision 2a18d35b6ea2e078db95c1aacdc2a28947268b4e.
Rows: 63,699
Source embedding shards: 13
Dense: FAISS IndexFlatIP, 1024 dimensions
Sparse: BM25S Lucene BM25 (k1=1.5, b=0.75)
BM25 content: title repeated 2 times + chunk text
Dense input: title + text
Dense rows: deduplicated by content hash
Vietnamese tokenization: Unicode word… See the full description on the dataset page: https://huggingface.co/datasets/Loctran123/vietnamese-evidence-retrieval-indexes-v2-r1.qfs-evidence-90737fc68a3c2f65761b7211ae03b63f-public
QFS workflow evidence
Recovered and receipt-checked root workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use the… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-90737fc68a3c2f65761b7211ae03b63f-public.african-health-evidence
African Health Evidence (ASKIP)
63227 affirmations factuelles — prévalences, incidences, efficacités thérapeutiques, mortalité —
extraites de la littérature biomédicale africaine et reliées chacune à sa source.
⚠️ À lire avant tout usage
Ces données sont extraites automatiquement par un modèle de langage et validées
mécaniquement — jamais relues par un humain.
Usage de recherche et d'analyse uniquement.
Ne constitue pas un avis médical.
Ne doit fonder aucune… See the full description on the dataset page: https://huggingface.co/datasets/askip776/african-health-evidence.levir-yolov8n-p2-evidence-branches-nogap-seed42qfs-evidence-32c6ab05b0ceab1cecdceda838846388-public
QFS workflow evidence
Recovered and receipt-checked candidate workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-32c6ab05b0ceab1cecdceda838846388-public.compounded-glp1-evidence-audit
Compounded GLP-1 products: seven published sources coded for human evidence, comparator and independence
An editorially selected audit of seven published sources bearing on whether compounded GLP-1 products have the same human evidence as approved products. Each source is coded against five explicit gates covering the test article, human administration, comparator, equivalence and independence. Version 1.1.0 adds Talay 2024, a comparative cohort indexed outside PubMed.
Read the… See the full description on the dataset page: https://huggingface.co/datasets/lifescore/compounded-glp1-evidence-audit.qfs-evidence-ddb0a2bd89f1b76a3740f9f307d11372-public
QFS workflow evidence
Recovered and receipt-checked root workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use the… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-ddb0a2bd89f1b76a3740f9f307d11372-public.qfs-evidence-02e41a4b6bc63a9c8a9ffb68124ae5f7-public
QFS workflow evidence
Recovered and receipt-checked root workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use the… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-02e41a4b6bc63a9c8a9ffb68124ae5f7-public.qfs-evidence-6856ba5826bf2036dc98aaf97365af12-public
QFS workflow evidence
Recovered and receipt-checked candidate workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-6856ba5826bf2036dc98aaf97365af12-public.qfs-evidence-ee13c03b2f256042a17c9817e17a2f20-public
QFS workflow evidence
Recovered and receipt-checked candidate workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-ee13c03b2f256042a17c9817e17a2f20-public.vietnamese-evidence-corpus-chunked-e5-v3
Vietnamese Evidence Corpus - Chunked
Chunked evidence corpus prepared for multilingual information retrieval,
retrieval-augmented generation, and fact-checking experiments.
Statistics
Chunked with multilingual-E5 token budget
Prefix-aware chunking using `passage: {title}
`
Sentence-aware overlap to preserve local context
Main fields
chunk_id, doc_id, chunk_index
token_start, token_end, token_count
title, text, summary
source, source_type… See the full description on the dataset page: https://huggingface.co/datasets/Loctran123/vietnamese-evidence-corpus-chunked-e5-v3.qfs-evidence-a1ec5246f3ef11d323425ae8a9ea47ef-public
QFS workflow evidence
Recovered and receipt-checked root workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use the… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-a1ec5246f3ef11d323425ae8a9ea47ef-public.vietnamese-evidence-retrieval-indexes
Vietnamese Evidence Retrieval Indexes
Prebuilt exact dense and sparse indexes for
Loctran123/vietnamese-evidence-corpus-embeddings-e5-large at revision e928944361ca7d4c80f80d19bec52ebad55a4f7f.
Rows: 52,605
Source embedding shards: 11
Dense: FAISS IndexFlatIP, 1024 dimensions
Sparse: BM25S Lucene BM25 (k1=1.5, b=0.75)
BM25 content: title repeated 2 times + chunk text
Vietnamese tokenization: Unicode word tokens, no stemming and no stopword removal
row_id in metadata.parquet is… See the full description on the dataset page: https://huggingface.co/datasets/Loctran123/vietnamese-evidence-retrieval-indexes.douvras-scientific-ci-evidence-graph
Douvras Scientific CI Evidence Graph v0.1
Synthetic protocol dataset for linking a claim to its paper, repository,
dataset, seed and reproduced metric. It contains 30 records from six toy paper
instances (20 train, 5 validation and 5 frozen test), split by paper_id.
The labels distinguish REPRODUCED, PARTIAL, FAILED and INCONCLUSIVE.
Shortcuts and leakage fail closed. No real paper, code, dataset or result is
included, and this release is not a reproduction benchmark.