datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
pitvqa-unified-vlm
PitVQA Unified VLM Classification Dataset
Surgical workflow classification dataset for training vision-language models on pituitary surgery phase detection, step recognition, and instrument identification.
🔗 GitHub: https://github.com/matheus-rech/pit_project
🤖 Trained Model: mmrech/pitvqa-qwen2vl-unified
📄 Original Dataset: UCL Research Data Repository
Dataset Description
This dataset contains 5,184 surgical frames with classification annotations for surgical… See the full description on the dataset page: https://huggingface.co/datasets/mmrech/pitvqa-unified-vlm.figmirror-unified
Unified FigMirror Dataset
Canonical release with 550 samples.
dataset_augmentation: 500
paper_derivative: 50
paper_derivative verified_pass: 50
Data unit:
One row in data/train.jsonl is one task / one data point.
Asset files under assets/ are supporting files, not separate data points.
Semantic task families:
chart_style_augmentation: input is a reference/source chart; output is an augmented chart.
paper_figure_reproduction: input is a paper figure reference; output is a… See the full description on the dataset page: https://huggingface.co/datasets/zcahjl3/figmirror-unified.