Table · dataset · 2026
ai4data/devdatabench
Listed in Hugging Face Datasets
DevDataBench A benchmark for retrieval over structured statistical metadata, built from the World Bank Data360 indicator catalog.
Description
Each document is a metadata record whose fields (definition, methodology, geographic and temporal coverage, unit, source, ...) answer different kinds of queries. Queries are facet-targeted and multilingual; documents are in English, so the task is cross-lingual retrieval.
See the paper Field Order Should Not Matter: Permutation-Invariant Fine-Tuning… See the full description on the dataset page: huggingface.co/datasets/ai4data/devdatabench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/ai4data/devdatabench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2606.30473 arxiv.org/abs/2606.30473 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/ai4data/devdatabench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | ai4data/devdatabench | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |