Strengths supported by sources
- Exposes datasets, embedding generation and split selection as explicit steps.morrislab/mRNABench official source · README: opening; Usage; Dataset Catalog
benchmark · suite
mRNABench
mRNABench assesses genomic model embeddings on mRNA-specific downstream tasks.
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 | Representation benchmark suitemorrislab/mRNABench official source · README: opening; Usage; Dataset Catalog |
| Inputs | mRNA sequences, task labels and a chosen splitmorrislab/mRNABench official source · README: opening; Usage; Dataset Catalog |
| Outputs and assessment | Task-specific linear-probe resultsmorrislab/mRNABench official source · README: opening; Usage; Dataset Catalog |
| 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 mRNA dataset
- Generate embeddings
- Build split and probe
- Report held-out metrics
Procedure
Load a named dataset, generate model embeddings and fit a configured linear probe. The documented example uses a homology-aware splitter; retain the splitter and species settings with each evaluation.
morrislab/mRNABench official source · README: opening; Usage; Dataset CatalogTested 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
- The example split is not a universal setting; task data, homology partition and random seed must be recorded.morrislab/mRNABench official source · README: opening; Usage; Dataset Catalog
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-mrnabenchApplicable tests and references
Applicability is distinct from a completed evaluation.
- RNA sequence-composition regression · proposed
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- morrislab/mRNABench official source · Original source · 74f96b8e6ae9f41cc3cccff089d826a62d5604b8
Technical metadata and extraction receipts
Stable ID: discovery-benchmark-mrnabench
- areas
- rna
- 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
- mRNA embedding quality on downstream tasks
- version
- Not reported
Related records
- applicable to: RNA sequence-composition regression