EcoDatum filters web image-text data by ensembling eight unimodal and multimodal quality scorers with weak-supervision weighting, reporting a DataComp small-scale average score of 0.182.
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Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation
EcoDatum filters web image-text data by ensembling eight unimodal and multimodal quality scorers with weak-supervision weighting, reporting a DataComp small-scale average score of 0.182.