Strengths and considerations
- A matched assay separates translation and stability endpoints.mRNA-FM official resource; MIMIC official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted
benchmark · task
Translation / RNA stability
Can sequence predict measured RNA translation or stability?
At a glance
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Generic task; proposed designmRNA-FM official resource; MIMIC official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted |
| Inputs | Predict measured translation or stability effects; choose UTR or coding-sequence assays to match each model’s input modality.mRNA-FM official resource; MIMIC official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted |
| Assessment | No single dataset, split or scoring implementation is fixed by this task recordmRNA-FM official resource; MIMIC official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted |
| 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 design only. This generic task has no fixed executable protocol and does not imply a completed run.
Read the diagram as text
- Select matched translation or stability assay
- Define held-out sequences
- Predict specific assay endpoint
- Compare measured response
Proposed comparison design
Choose the relevant UTR or coding-sequence assay and specify its cellular context, sequence length and experimental split.
mRNA-FM official resource; MIMIC official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extractedTested 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
- Ribosome loading, translation efficiency and RNA half-life are different measurements and should not be pooled.mRNA-FM official resource; MIMIC official resource · Catalogue task scope and proposed comparison design; concrete source protocol has not yet been extracted
Profile review details
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: catalog-task-utr-translationSources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- mRNA-FM official resource · Original source · Not reported
- MIMIC official resource · Original source · Not reported
Technical metadata and extraction receipts
Stable ID: catalog-task-utr-translation
- areas
- rna-transcriptomes
- entity level
- task
- version
- Not reported
- task
- Translation / RNA stability
- scope note
- Predict measured translation or stability effects; choose UTR or coding-sequence assays to match each model’s input modality.
- missing metadata
- protocol version: not_yet_extracted