TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/ESP

ESP

Reported on 6 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous6 results

  • Molecule retrieval from MS/MS spectrumonMassSpecGym
    Hit rate @ 1· 2024-11-18
    10.71
    best: 15.62 (JESTR_NR)
    JESTR: Joint Embedding Space Technique for Ranking Candidate Molecules for the Annotation of Untargeted Metabolomics DataarXiv:2411.14464
  • Molecule retrieval from MS/MS spectrumonMassSpecGym
    Hit rate @ 20· 2024-11-18
    42.66
    best: 60.55 (JESTR_NR)
    JESTR: Joint Embedding Space Technique for Ranking Candidate Molecules for the Annotation of Untargeted Metabolomics DataarXiv:2411.14464
  • Molecule retrieval from MS/MS spectrumonMassSpecGym
    Hit rate @ 5· 2024-11-18
    24.84
    best: 37.47 (JESTR_NR)
    JESTR: Joint Embedding Space Technique for Ranking Candidate Molecules for the Annotation of Untargeted Metabolomics DataarXiv:2411.14464
  • Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
    Hit rate @ 1· 2024-11-18
    11.05
    best: 11.85 (JESTR)
    JESTR: Joint Embedding Space Technique for Ranking Candidate Molecules for the Annotation of Untargeted Metabolomics DataarXiv:2411.14464
  • Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
    Hit rate @ 20· 2024-11-18
    52.2
    best: 61.46 (JESTR)
    JESTR: Joint Embedding Space Technique for Ranking Candidate Molecules for the Annotation of Untargeted Metabolomics DataarXiv:2411.14464
  • Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
    Hit rate @ 5· 2024-11-18
    27.42
    best: 33.48 (JESTR_NR)
    JESTR: Joint Embedding Space Technique for Ranking Candidate Molecules for the Annotation of Untargeted Metabolomics DataarXiv:2411.14464