Dataset · Hugging Face

c-i-ber/Nova

Name: Nova
Creator: c-i-ber
Keywords: task_categories:object-detection, task_categories:text-generation, task_categories:zero-shot-classification, task_categories:image-to-text, task_ids:open-domain-qa, task_ids:image-captioning, task_ids:multi-class-classification, task_ids:multi-label-classification, task_ids:multi-input-text-classification, annotations_creators:expert-generated, language:en, size_categories:n<1K, format:imagefolder, modality:image, library:datasets

NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI An open-world generalization benchmark under clinical distribution shift Dataset on 🤗 Hugging FaceFor academic, non-commercial use only 🔖 Citation If you find this dataset useful in your work, please consider citing it: @article{bercea2025nova, title={NOVA: A Benchmark for Anomaly Localization and Clinical Reasoning in Brain MRI}, author={Bercea, Cosmin I. and Li, Jun and… See the full description on the dataset page: https://huggingface.co/datasets/c-i-ber/Nova.

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Author / organization	c-i-ber
Downloads	723 (as reported by Hugging Face)
Likes	17
Created	16 May 2025
Last updated at source	24 October 2025

vision-languageopen-worldrare-diseasesbrain-mrimedical-imagingout-of-distributiongeneralizationanomaly-localizationcaptioningdiagnostic-reasoningzero-shot

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