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Dataset · Hugging Face

stanfordmimi/MedVAL-Bench

MedVAL-Bench is a dataset for fine-tuning/evaluating the ability of language models to assess AI-generated medical text outputs (not their ability to generate input → output). Figure 1 | MedVAL test-time workflow. A generator LM produces an output, and MedVAL assesses the output's factual consistency with the input, while assigning a risk grade and determining its safety for deployment. Sources Paper: Toward expert-level medical text validation with language modelsCode: GitHub… See the full description on the dataset page: https://huggingface.co/datasets/stanfordmimi/MedVAL-Bench.

Author / organizationstanfordmimi
License (as declared)mit
Downloads185 (as reported by Hugging Face)
Likes7
Created25 June 2025
Last updated at source4 September 2025
medical
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