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Models/DeepSets

DeepSets

Reported on 8 benchmarks across 2 tasks · 1 paper · 1 SOTA

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 spectrum (bonus chemical formulae)onMassSpecGym
MCES @ 1· 2024-10-30
15.04
SOTA
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326
Molecule retrieval from MS/MS spectrumonMassSpecGym
Hit rate @ 1· 2024-10-30
1.47
best: 15.62 (JESTR_NR)
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326
Molecule retrieval from MS/MS spectrumonMassSpecGym
Hit rate @ 20· 2024-10-30
19.23
best: 60.55 (JESTR_NR)
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326
Molecule retrieval from MS/MS spectrumonMassSpecGym
Hit rate @ 5· 2024-10-30
6.21
best: 37.47 (JESTR_NR)
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326
Molecule retrieval from MS/MS spectrumonMassSpecGym
MCES @ 1· 2024-10-30
25.11
best: 30.81 (Random)
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326
Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
Hit rate @ 1· 2024-10-30
4.42
best: 11.85 (JESTR)
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326
Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
Hit rate @ 20· 2024-10-30
30.76
best: 61.46 (JESTR)
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326
Molecule retrieval from MS/MS spectrum (bonus chemical formulae)onMassSpecGym
Hit rate @ 5· 2024-10-30
14.46
best: 33.48 (JESTR_NR)
MassSpecGym: A benchmark for the discovery and identification of molecules arXiv:2410.23326