Imaging · dataset · 2026
BIABench
Listed in Hugging Face Datasets
Description
BIABench BIABench evaluates AI agents on real-world, end-to-end bioimage analysis. Its 16 tasks are reconstructed from published biological studies, each giving an agent raw images and a written instruction and scoring what it produces against the study's ground truth and expert-written rubrics. Structure <task_id>/ input.zip what the agent sees; unpacks to `input/` evaluation.zip ground truth; unpacks to `evaluation/` and… See the full description on the dataset page: huggingface.co/datasets/BIABench/BIABench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/BIABench/BIABench ↗
landing page · from Hugging Face
- DOI doi.org/10.57967/hf/10561 ↗
DOI / persistent id · from Hugging Face
Documentation and papers
- arXiv:2609.34274 arxiv.org/abs/2609.34274 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/BIABench/BIABench ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI · Life Sciences · Microscopy
- Inferred from text
- Biochemistry and cell biology 71% · Image 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | BIABench/BIABench | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:3101 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['biology'] |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:microscopy | mapping · Hugging Face | vocabulary-mapper@1.0.0 | keywords['microscopy'] |
| 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 |