23.4% auprc
Naive Baseline · mRNABench GO · AUPRC (%)
- Tested method
- Naive Baseline
- Task
- mRNABench GO: Gene Ontology term prediction
- Dataset subset
- mRNABench GO (mRNABench split)
- Procedure
- A linear probe over frozen embeddings, scored as the mean over ten random seeds.
- Evaluation
- Naive Baseline on mRNABench GO: Gene Ontology term prediction
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Author-reported evaluation · source checkedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, row(Naive Baseline), column(GO)
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.
Reproduction
- 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.
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.
Evidence
Source checking verifies the cited claim or transcription. It does not establish 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 23.4 Individual claims | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(Naive Baseline), column(GO) 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
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · 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-baseline-go-auprc
- areas
- rna-transcriptomes
- tasks
- Gene Ontology term prediction
- metric
- auprc
- metric direction
- higher
- unit
- percent
- printed value
- 23.4
- numeric value
- 23.4
- uncertainty
- Not reported
- source locator
- Table 2, row(Naive Baseline), column(GO)
- 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.
- evidence experiment set id
- mrnabench-2025-linear-probing-default-splits
- evidence overlap
- Tables 5/6 provide variant-level details of the same probing experiment set summarized by Table 2. These tables are not independent repetitions; no exact selected variant is inferred.