datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
vidore_v3_pharmaceuticalsViDoRe V3 : Pharmaceuticals
This dataset, Pharmaceutical, is a corpus of slides from the FDA, intended for long-document understanding tasks. It is one of the 10 corpora comprising the ViDoRe v3 Benchmark.
About ViDoRe v3
ViDoRe V3 is our latest benchmark for RAG evaluation on visually-rich documents from real-world applications. It features 10 datasets with, in total, 26,000 pages and 3099 queries, translated into 6 languages. Each query comes with human-verified relevant pages… See the full description on the dataset page: https://huggingface.co/datasets/vidore/vidore_v3_pharmaceuticals.vidore_v3_pharmaceuticals_mteb_format
Vidore3PharmaceuticalsRetrieval
An MTEB dataset
Massive Text Embedding Benchmark
Retrieve associated pages according to questions.
Task category
t2i
Domains
Academic
Reference
https://huggingface.co/blog/QuentinJG/introducing-vidore-v3
Source datasets:
vidore/vidore_v3_pharmaceuticals
How to evaluate on this task
You can evaluate an embedding model on this dataset using the following code:
import mteb
task =… See the full description on the dataset page: https://huggingface.co/datasets/vidore/vidore_v3_pharmaceuticals_mteb_format.vidore_v3_pharmaceuticalsViDoRe V3 : Pharmaceuticals
This dataset, Pharmaceutical, is a corpus of slides from the FDA, intended for long-document understanding tasks. It is one of the 10 corpora comprising the ViDoRe v3 Benchmark.
About ViDoRe v3
ViDoRe V3 is our latest benchmark for RAG evaluation on visually-rich documents from real-world applications. It features 10 datasets with, in total, 26,000 pages and 3099 queries, translated into 6 languages. Each query comes with human-verified relevant pages… See the full description on the dataset page: https://huggingface.co/datasets/Ethicalpirate91/vidore_v3_pharmaceuticals.pharmaceutical-procurement-pricing
Pharmaceutical Procurement & Pricing (Price Ratios, Quality Assurance, Lead Times, Savings) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: not declared - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/pharmaceutical-procurement-pricing.pharmaceutical-regulatory-capacity
Pharmaceutical Regulatory Capacity (NRA Maturity, GBT Scores, SF Prevalence) | Africa (World Health Organization)
Size category: 10K<n<100K - Formats: csv - Sector: health - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/pharmaceutical-regulatory-capacity.vidore_v3_pharmaceuticals_english_numerical_Chartvidore_v3_pharmaceuticals_english_compare-contrast_Chartvidore_v3_pharmaceuticals_english_extractive_Chartvidore_v3_pharmaceuticals_english_extractive_Infographicvidore_v3_pharmaceuticals_english_enumerativevidore_v3_pharmaceuticals_english_boolean_Chartvidore_v3_pharmaceuticals_english_open-ended_Tablevidore_v3_pharmaceuticals_english_instructionvidore_v3_pharmaceuticals_english_keywordvidore_v3_pharmaceuticals_english_booleanvidore_v3_pharmaceuticals_english_compare-contrastvidore_v3_pharmaceuticals_english_extractivevidore_v3_pharmaceuticals_english_open-endedvidore_v3_pharmaceuticals_english_Tablevidore_v3_pharmaceuticals_english_Textvidore_v3_pharmaceuticals_english_multi-hop_Chartvidore_v3_pharmaceuticals_english_open-ended_Chartvidore_v3_pharmaceuticals_english_boolean_Imagevidore_v3_pharmaceuticals_english_enumerative_Imagevidore_v3_pharmaceuticals_english_open-ended_Imagevidore_v3_pharmaceuticals_english_compare-contrast_Infographicvidore_v3_pharmaceuticals_english_enumerative_Infographicvidore_v3_pharmaceuticals_english_multi-hop_Infographicvidore_v3_pharmaceuticals_english_compare-contrast_Othervidore_v3_pharmaceuticals_english_extractive_Other