MassFormer
MassFormer graph transformer spectrum predictor, used as the predictor head in FlexMS.
Results are recorded on linked configurations and versions of this model. Their settings and evaluations are kept separate below.
Results on linked records
This model has no results of its own in this release. 11 linked records have results. They are not assigned to the underlying model: each record keeps its own settings and evaluations, and its scores are on its own page.
- MassFormer predictor with All-Descriptors MLP embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with AttentiveFP embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with ChemBERTa embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with CNN embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with Daylight fingerprint embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with ESPF embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with GAT embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with GCN embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with GraphormerV2 embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with GIN embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
- MassFormer predictor with Transformer embedder (FlexMS) Configuration · configuration of this model · 1 evaluation · 2 results
Overview
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Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
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How it works, versions and access
Additional methodological details, versions and access terms have not yet been extracted into a structured profile for this model. Consult the linked sources and evaluation records below.
Evidence
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Evidence table
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Sources and history
Release 2026-10-23-5347695500ed · Record review: source checked
1 source record and release history
- FlexMS: A Unified Public Benchmark for Molecule Tandem Mass Spectrum Prediction · Original source · arXiv 2602.22822v4 (v1 submitted 2026-02-26; v4 dated 2026-06-24 on the PDF)
Technical metadata and extraction receipts
Stable ID: lit20261011-zhong2026-model-mass
- areas
- metabolomics
- contexts
- research
- method types
- supervised_machine_learning
- reported name
- MassFormer
- entity level
- family
- missing metadata
- version: reason: inapplicable; note: Family record; versions are on configurations
- provenance note
- The FlexMS paper labels it 'Mass' (Table 2 caption: 'Mass' denotes MassFormers).
Related records
- configuration of: MassFormer predictor with All-Descriptors MLP embedder (FlexMS)
- configuration of: MassFormer predictor with AttentiveFP embedder (FlexMS)
- configuration of: MassFormer predictor with ChemBERTa embedder (FlexMS)
- configuration of: MassFormer predictor with CNN embedder (FlexMS)
- configuration of: MassFormer predictor with Daylight fingerprint embedder (FlexMS)
- configuration of: MassFormer predictor with ESPF embedder (FlexMS)
- configuration of: MassFormer predictor with GAT embedder (FlexMS)
- configuration of: MassFormer predictor with GCN embedder (FlexMS)
- configuration of: MassFormer predictor with GraphormerV2 embedder (FlexMS)
- configuration of: MassFormer predictor with GIN embedder (FlexMS)
- configuration of: MassFormer predictor with Transformer embedder (FlexMS)