datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
r15-ai-search-metamerism
R15: AI Search Metamerism — Cross-Cultural Brand Perception Dataset
Citation: Zharnikov, D. (2026v) | DOI: 10.5281/zenodo.19422427 | Version: v3.2.0
Dataset Summary
This dataset contains the full session logs, aggregated results, and analysis outputs from the R15 large-scale experiment testing whether Large Language Models systematically collapse multi-dimensional brand perception into Economic and Experiential dimensions ("spectral metamerism"). It comprises 21… See the full description on the dataset page: https://huggingface.co/datasets/spectralbranding/r15-ai-search-metamerism.clinical_clarus_meta_coherence_v0.1Clinical Clarus Meta Coherence
Tests whether a system stays clinically coherent across multi-step patient episodes.
Output JSON
coherent
correct_action
Runpython scorer.py --predictions predictions.jsonl --test_csv data/test.csv
alcohol_bacteria_metadata_harmonization
Alcohol and Bacteria Metadata Harmonization Dataset
Summary
This dataset contains domain-specific term mixtures for training and evaluating metadata harmonization systems under domain shift. Each configuration includes a defined ratio of alcohol-related and bacteria-related terms to support experiments on generalization and domain adaptation. Each entry includes a term representation, its corresponding harmonized standard, and metadata such as variation type and source… See the full description on the dataset page: https://huggingface.co/datasets/netrias/alcohol_bacteria_metadata_harmonization.clinical-meta-narrative_continuations_v0.4Meta Clinical Narrative Continuations v0.4
What this dataset tests
Whether a model interrupts narrative continuation when the evidence shifts.
This version adds
timeline steps
cross trial continuation traps
audience shift pressure
submission positioning
Input columns
data_anchor
continuation_draft
timeline_step
audience
claim_ceiling_allowed
submission_position_expected
Model task
Return one JSON object
breacheslist of breach labels
corrected_continuationone paragraph… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-meta-narrative_continuations_v0.4.cancer_metadata_harmonization
Cancer Metadata Harmonization Dataset
Summary
This dataset contains cancer-related terms for training and evaluating metadata harmonization systems in the biomedical domain. Each entry includes a term representation, its corresponding harmonized standard, and metadata such as semantic type, variation type, and source terminology. Term representations include standard forms as well as lexical variations (e.g., synonyms, abbreviations) and are harmonized to biomedical… See the full description on the dataset page: https://huggingface.co/datasets/netrias/cancer_metadata_harmonization.