Strengths supported by sources
- Defines complementary tasks around the same measurement modality.pluskal-lab/MassSpecGym official source · README: opening challenge list; Getting started with MassSpecGym
benchmark · suite
MassSpecGym
MassSpecGym evaluates molecular identification and discovery from tandem mass spectra.
At a glance
Explanatory profile: source reviewed · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Molecular measurement task suitepluskal-lab/MassSpecGym official source · README: opening challenge list; Getting started with MassSpecGym |
| Inputs | MS/MS spectra or molecular structures, depending on taskpluskal-lab/MassSpecGym official source · README: opening challenge list; Getting started with MassSpecGym |
| Outputs and assessment | Generated molecules, candidate rankings or simulated spectrapluskal-lab/MassSpecGym official source · README: opening challenge list; Getting started with MassSpecGym |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Splits | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
How it works
Conceptual overview of the cited procedure; consult the pinned source for executable settings.
Read the diagram as text
- Choose challenge and inputs
- Apply released split
- Generate task outputs
- Score task predictions
Procedure
Choose de novo generation, candidate retrieval or spectrum simulation. Each challenge specifies its input information, splits and output scoring; formula-assisted settings are separate variants.
pluskal-lab/MassSpecGym official source · README: opening challenge list; Getting started with MassSpecGymConnected tasks and protocols
- MassSpecGym De novo molecule generation · task · part of
- MassSpecGym Molecule retrieval · task · part of
- MassSpecGym Spectrum simulation · task · part of
These associations do not imply identical protocols or interchangeable scores.
Tested models and results
Release 2026-09-16-d74d282221a9 · 0 evaluations · 0 metric rows. Different protocols are not a single leaderboard.
No evaluations linked in this release.
Strengths and limitations
Limitations and conditions
- Chemical-formula assistance changes available information; tasks and assisted variants cannot be collapsed into one score.pluskal-lab/MassSpecGym official source · README: opening challenge list; Getting started with MassSpecGym
Profile review details
Primary-source description checked by an automated research assistant. This is a profile review, not an independent execution or numerical reproduction.
Stable record: discovery-benchmark-massspecgymApplicable tests and references
Applicability is distinct from a completed evaluation.
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- pluskal-lab/MassSpecGym official source · Original source · f259fe3780d5bd227fc6ece36ce6f397c2eef716
Technical metadata and extraction receipts
Stable ID: discovery-benchmark-massspecgym
- areas
- metabolomics
- entity level
- suite
- missing metadata
- dataset release: unextracted; metric implementation: unextracted; split manifest: unextracted; version: unextracted
- scope note
- Specialist molecular or omics evaluation; protocol details require review before numerical comparison.
- task
- Molecular identification from tandem mass spectra
- version
- Not reported
Related records
- parent: MassSpecGym De novo molecule generation
- part of: MassSpecGym De novo molecule generation
- parent: MassSpecGym Molecule retrieval
- part of: MassSpecGym Molecule retrieval
- parent: MassSpecGym Spectrum simulation
- part of: MassSpecGym Spectrum simulation
- applicable to: DreaMS
- applicable to: matchms
- applicable to: MSAlign