Table · dataset · 2026
datalab-to/omni_extract_bench
Listed in Hugging Face Datasets
Omni Extract Bench We weren’t satisfied with the current benchmarking options for extraction.
Description
They were biased, didn’t use realistic data and were hard to audit. Our view is that an extraction benchmark should do two things: Help customers choose the right vendor; and Give engineers a way to diagnose what’s actually going wrong in a given model.
That’s why we built OmniExtractBench. OmniExtractBench is a comprehensive structured extraction benchmark, developed by Datalab.… See the full description on the dataset page: huggingface.co/datasets/datalab-to/omni_extract_bench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/datalab-to/omni_extract_bench ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/datalab-to/omni_extract_bench ↗
metadata API · from Hugging Face
Topics
- Stated by source
- document · table question answering · text · visual question answering
- From keywords
- Computer Science & AI
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | datalab-to/omni_extract_bench | 9 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:document | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:table-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:visual-question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| 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 |