# NOTICE — upstream attribution and licence This release distributes a benchmark table derived from the **SpectraVerse** tandem mass spectral library. ## Upstream resource: SpectraVerse * Gupta V., Qiang H., Chung H.-H., Herbst E., Skinnider M. *Comprehensive curation and harmonization of small molecule MS/MS libraries in Spectraverse.* Zenodo release v1.0.1, doi:[10.5281/zenodo.17870921](https://doi.org/10.5281/zenodo.17870921). * License: **Creative Commons Attribution 4.0 International (CC BY 4.0)**. Attribution to the SpectraVerse authors is required for any reuse of the material derived from it. ## What UltraMS added * the CSV representation of the library (`Spectraverse.csv`, one row per spectrum), * the frozen molecule-level (exact-SMILES) 8:1:1 train / validation / test partition distributed in `splits/spectraverse_compound_split.csv`, * the release packaging, verification record and documentation. The SpectraVerse spectra themselves are redistributed under the upstream CC BY 4.0 licence; the derived tables in this release are released under CC BY 4.0 as well.