Strengths supported by sources
- Makes multiple RNA task types available through a shared model evaluation codebase.terry-r123/RNABenchmark official source · README: Tasks and Datasets; Usage / Finetuning
benchmark · suite
BEACON
BEACON evaluates RNA representations across structure, function and engineering 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 | Task suiteterry-r123/RNABenchmark official source · README: Tasks and Datasets; Usage / Finetuning |
| Inputs | RNA sequences with task-specific labelsterry-r123/RNABenchmark official source · README: Tasks and Datasets; Usage / Finetuning |
| Outputs and assessment | Classification, regression or structural predictionsterry-r123/RNABenchmark official source · README: Tasks and Datasets; Usage / Finetuning |
| 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 RNA task
- Load released split
- Fine-tune task head
- Evaluate task output
Procedure
Choose the named task directory and matching fine-tuning script. Inputs and prediction heads differ between sequence classification, base-pair maps, degradation, translation and CRISPR-related tasks.
terry-r123/RNABenchmark official source · README: Tasks and Datasets; Usage / FinetuningTested 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
- Task scripts and data revisions must be pinned separately; one RNA task score cannot represent all RNA capabilities.terry-r123/RNABenchmark official source · README: Tasks and Datasets; Usage / Finetuning
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-beaconApplicable tests and references
Applicability is distinct from a completed evaluation.
- RNA minimum-free-energy folding · proposed
- RNA-FM · Proposed association
- ViennaRNA RNAfold · Proposed association
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: discovered
- terry-r123/RNABenchmark official source · Original source · da7f9c7ac3f39605af27e1dfcdf879adba963d79
Technical metadata and extraction receipts
Stable ID: discovery-benchmark-beacon
- 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
- RNA structure, function and engineering tasks
- version
- Not reported
Related records
- applicable to: RNA minimum-free-energy folding
- applicable to: RNA-FM
- applicable to: ViennaRNA RNAfold