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Models/DeepSets + Fourier features

DeepSets + Fourier features

Reported on 8 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.

Miscellaneous8 results

  • Molecule retrieval from MS/MS spectrumonMassSpecGym
    Hit rate @ 1· 2024-10-30
    5.24
    best: 15.62 (JESTR_NR)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326
  • Molecule retrieval from MS/MS spectrumonMassSpecGym
    Hit rate @ 20· 2024-10-30
    28.21
    best: 60.55 (JESTR_NR)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326
  • Molecule retrieval from MS/MS spectrumonMassSpecGym
    Hit rate @ 5· 2024-10-30
    12.58
    best: 37.47 (JESTR_NR)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326
  • Molecule retrieval from MS/MS spectrumonMassSpecGym
    MCES @ 1· 2024-10-30
    22.13
    best: 30.81 (Random)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326
  • Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
    Hit rate @ 1· 2024-10-30
    6.56
    best: 11.85 (JESTR)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326
  • Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
    Hit rate @ 20· 2024-10-30
    33.46
    best: 61.46 (JESTR)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326
  • Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
    Hit rate @ 5· 2024-10-30
    16.46
    best: 33.48 (JESTR_NR)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326
  • Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
    MCES @ 1· 2024-10-30
    14.14
    best: 15.04 (DeepSets)
    MassSpecGym: A benchmark for the discovery and identification of moleculesarXiv:2410.23326