Text · dataset · 2026
PathoVernier
Listed in Hugging Face Datasets
Description
PathoVernier PathoVernier is a benchmark for quantitative cell-composition reasoning on H&E histopathology patches. Each question requires counting specific nucleus types in specific image regions and deriving an answer from those counts with a deterministic rule. Reference counts come from expert nucleus annotations, so a model's reported counts can be checked in addition to its final answer. 759 questions on 553 256x256 patches, after review by four board-certified… See the full description on the dataset page: huggingface.co/datasets/Mikezcy/PathoVernier.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/Mikezcy/PathoVernier ↗
Gated (manual) - request access on the dataset page
landing page · request access · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Mikezcy/PathoVernier ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular · text · visual question answering
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Mikezcy/PathoVernier | 7 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:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |