Scatter Plot from Scientific Research

Zero-shot (that is, unsupervised) cosine similarity of DreaMS representations outperforms MS2DeepScore 13 in predicting precursor Tanimoto similarities. Contrastive fine-tuning further enhances the correlation (fine-tuned models are referred to simply as DreaMS; Extended Data Fig. 5a ).

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