0.74 Pearson R
RiNALMo · Pearson R · mRNABench MRL-MPRA
- Tested configuration
- RiNALMo
- Task
- Mean ribosome load from MPRA
- Dataset
- mRNABench MRL-MPRA
- Procedure
- Linear probe; mean across ten random seeds.
- Evaluation
- RiNALMo: Mean ribosome load from MPRA
- Coverage
- scored: unreported; eligible: unreported
- Uncertainty
- Not reported
- Evidence
- Independent external evaluation · source checkedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: needs review. Source checked does not mean independently reproduced.
Reproduction
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- Not reported
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 |
|---|---|---|
| attributes.printed_value 0.74 Individual claims | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, RiNALMo row, MRL MPRA column Version: preprint archived 2025-07-08 | source checked independent ai table review · 2026-09-16T10:41:16.497221+00:00 independent paper Audit detailsMRL MPRA is the second task under Local and uses R. Caption specifies mean over ten random seeds and selected best model per family, not a fully identified checkpoint. This verifies the central score at its source location, not every metadata field or an experimental reproduction. Field: Claim: claim-lit-009 Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record 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: lit-009
- areas
- rna-transcriptomes
- tasks
- Mean ribosome load from MPRA
- printed value
- 0.74
- numeric value
- 0.74
- metric
- Pearson R
- metric direction
- unknown
- unit
- unitless
- uncertainty
- Not reported
- source locator
- Table 2, RiNALMo row, MRL MPRA column
- review
- method: independent_ai_table_review; reviewer: Codex omics research agent; independent source-table review, not human review; reviewed at: 2026-09-16T10:41:16.497221+00:00; notes: MRL MPRA is the second task under Local and uses R. Caption specifies mean over ten random seeds and selected best model per family, not a fully identified checkpoint. This verifies the central score at its source location, not every metadata field or an experimental reproduction.; evidence: {"table_xml_id": "T9", "row_cells": ["RiNALMo", "31.6", "0.74", "39.2", "79.5", "69.0", "0.53", "0.42", "0.47", "32.7", "34.7"], "selected_cell_zero_based": 2, "selected_cell_xml": "<td align=\"right\" valign=\"top\" rowspan=\"1\" colspan=\"1\">\n<bold>\n<underline>0.74</underline>\n</bold>\n</td>", "caption": "Linear probe results. Mean of metric over ten random seeds reported. Best model per model family reported, see Appendix D for selected models. Best model for each dataset is and best foundation model is underlined. Models not significantly worse under Wilcoxon signed-rank test at p=0.05 are bolded."}; artifact sha256: 79f6264ee883535203c63a313547e7c57baa85585f76b42f8d899eb17fb7e600; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12265608/fullTextXML
- legacy id
- lit-009
- legacy row
- id: lit-009; paper id: mrnabench-2025; domain id: rna-transcriptomes; task: Mean ribosome load from MPRA; model: RiNALMo; model version: Not reported; dataset: mRNABench MRL-MPRA; dataset version: Not reported; split: Not reported; metric: Pearson R; value: 0.74; unit: unitless; uncertainty: Not reported; protocol: Linear probe; mean across ten random seeds.; source locator: Table 2, RiNALMo row, MRL MPRA column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12265608/; evaluation origin: independent_paper; reviewed utc: 2026-09-15T23:25:00Z
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract
- 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.