# Dataset for Singpath-VL
- **Paper:** [Singpath-VL](https://arxiv.org/pdf/2602.09523)
## Singpath-CytoText
### Dataset Description
Singpath-CytoText is a cervical cytology image dataset with structured pathological descriptions and annotations. Each image contains a bounding box highlighting anchor cell and provides a **structured description** (e.g., nuclear size, chromatin pattern, nuclear membrane status, etc.), a natural language **caption**, and a final cytological **label** (e.g., ASC-H). This dataset can be used for multimodal learning, vision-language pre-training, and medical image report generation.
### Supported Tasks and Leaderboards
- **Image Classification**: Predict the Bethesda category (e.g., ASC-H, NILM) from a cell image.
- **Vision-Language Modeling**: Generate structured pathological descriptions or reports from images.
- **Cross-Modal Retrieval**: Retrieve similar cell images using natural language queries.
### Languages
All text fields (structured descr…
