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Result

Pearson of RNA-FM on mRNABench MRL-MPRA

0.49 Pearson

Methods

Tested configuration
RNA-FM
Task
Mean ribosome load from MPRA
Dataset
mRNABench MRL-MPRA
Related family profiles
RNA-FM
Procedure
Linear probe; mean across ten random seeds.
Evaluation
RNA-FM: Mean ribosome load from MPRA
Coverage
Not reported scored / Not reported eligible
Uncertainty
Not yet extracted
Evidence
Independent external evaluation · source checkedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RNA-FM 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

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statementOriginal source and locationReview and provenance
Printed value
0.49
Individual claims		mRNABench: A curated benchmark for mature mRNA property and function prediction

Original source ↗

Table 2, RNA-FM row, MRL MPRA column

Version: preprint archived 2025-07-08
Retrieved: 2026-09-16T10:41:16.497221+00:00

source checked

["ai-assisted-source-review"] · 2026-09-16T10:41:16.500211+00:00

independent paper

Audit details

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.

Field: attributes.printed_value

Claim: claim-lit-010

Source artifact SHA-256: 79f6264ee883535203c63a313547e7c57baa85585f76b42f8d899eb17fb7e600

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Extraction artifact SHA-256: 79f6264ee883535203c63a313547e7c57baa85585f76b42f8d899eb17fb7e600

Extraction artifact

How to read the evidence

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: lit-010

areas
rna-transcriptomes
tasks
Mean ribosome load from MPRA
printed value
0.49
numeric value
0.49
metric
pearson-correlation
metric direction
unknown
unit
unitless
source locator
Table 2, RNA-FM row, MRL MPRA column
review
method: ai-assisted-source-review; reviewer: codex; reviewed at: 2026-09-16T10:41:16.500211+00:00; evidence: {"table_xml_id": "T9", "row_cells": ["RNA-FM", "25.7", "0.49", "35.0", "74.3", "67.0", "0.47", "0.29", "0.49", "32.2", "32.2"], "selected_cell_zero_based": 2, "selected_cell_xml": "<td align=\"right\" valign=\"top\" rowspan=\"1\" colspan=\"1\">0.49</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; method note: independent; table-level review; reviewer note: role: omics research agent; independent source-table review; not human review; note: 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.
legacy id
lit-010
missing metadata
dataset version: reason: unextracted; model version: reason: unextracted; split: reason: unextracted; uncertainty: reason: unextracted
evidence experiment set id
mrnabench-2025-linear-probing-default-splits
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