Preprint Open access
CroissantMiner: Automated Extraction and Validation of Croissant Metadata for ML Datasets
Croissant has emerged as a standard for machine-readable dataset metadata, yet populating its fields remains labor-intensive and requires careful reading of accompanying dataset documentation. We present the first benchmark enabling end-to-end evaluation of metadata extraction aligned with a community-standard schema. …