63.1% auprc
Naive Mamba · mRNABench MRNA-LOC-SR · AUPRC (%)
- Tested method
- Naive Mamba
- Task
- mRNABench MRNA-LOC-SR: mRNA localisation, short range
- Dataset subset
- mRNABench mRNA Loc-SR (mRNABench split)
- Procedure
- A linear probe over frozen embeddings, scored as the mean over ten random seeds.
- Evaluation
- Naive Mamba on mRNABench MRNA-LOC-SR: mRNA localisation, short range
- Evidence
- Author-reported evaluation · source checkedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, row(Naive Mamba), column(mRNA Loc-SR)
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.
Methods and reproduction
mRNABench evaluation of Naive Mamba on mRNA localisation, short range, scored with AUPRC (%).
- task
- mRNABench MRNA-LOC-SR: mRNA localisation, short range
- method
- Naive Mamba
- dataset subset
- mRNABench mRNA Loc-SR (mRNABench split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- AUPRC (%)
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
- Access requirements and official instructions: mRNABench MRNA-LOC-SR: mRNA localisation, short range
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
Evaluation results
Release 2026-09-17-134cd1815de8 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| Naive Mamba on mRNABench MRNA-LOC-SR: mRNA localisation, short range Method: Naive MambaTask: mRNABench MRNA-LOC-SR: mRNA localisation, short rangeDataset subset: mRNABench mRNA Loc-SR (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 63.1% auprc Unit: percent · Direction: higher | Uncertainty: Not reported Scored: Not reported · Eligible: Not reported | source checkedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, row(Naive Mamba), column(mRNA Loc-SR) Source checking is not independent reproduction. |
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 63.1 Individual claims | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(Naive Mamba), column(mRNA Loc-SR) Version: preprint archived 2025-07-08 | source checked Deterministic parse of the pinned full text table, with the metric taken from the table's own header row · 2026-09-18 author reported Audit detailsSource checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied. Field: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. Extraction artifact SHA-256: |
Sources and history
Release 2026-09-17-134cd1815de8 · Record review: source checked
1 source records and release history
- mRNABench: A curated benchmark for mature mRNA property and function prediction · Original source · preprint archived 2025-07-08
Technical metadata and extraction receipts
Stable ID: mrnabench-result-naive-mamba-mrna-loc-sr-auprc
- areas
- rna-transcriptomes
- tasks
- mRNA localisation, short range
- metric
- auprc
- metric direction
- higher
- unit
- percent
- printed value
- 63.1
- numeric value
- 63.1
- uncertainty
- Not reported
- source locator
- Table 2, row(Naive Mamba), column(mRNA Loc-SR)
- missing metadata
- denominator: unextracted; seeds: unreported
- review
- method: Deterministic parse of the pinned full text table, with the metric taken from the table's own header row; reviewer: Codex research agent; no human review claimed; date: 2026-09-18; artifact sha256: 79f6264ee883535203c63a313547e7c57baa85585f76b42f8d899eb17fb7e600; retrieval url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12265608/; notes: Source checked, not reproduced. Metrics differ by task, so no composite score across tasks is computed or implied.