This paper-specific evaluation tests Mean ribosome load from MPRA using mRNABench MRL-MPRA.
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Record type | Paper-specific task; protocol incompletely extractedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column; Table 2, RNA-FM row, MRL MPRA column |
| Inputs | mRNABench MRL-MPRAmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column; Table 2, RNA-FM row, MRL MPRA column |
| Assessment | Pearson RmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column; Table 2, RNA-FM row, MRL MPRA column |
| Recorded split or evaluation setting | UnextractedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column; Table 2, RNA-FM row, MRL MPRA column |
| Datasets | Not extracted or verified for this record. |
| Organisms | Not extracted or verified for this record. |
| Assays | Not extracted or verified for this record. |
| Adaptation | Not extracted or verified for this record. |
| Baselines | Not extracted or verified for this record. |
Outline of the existing paper extraction. Split membership, fitting details and scorer implementation remain incompletely reviewed.
The existing paper extraction describes: Linear probe; mean across ten random seeds. This description is retained with the exact evaluation records; it is not a new protocol reconstruction.
mRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column; Table 2, RNA-FM row, MRL MPRA columnRelease 2026-09-16-d74d282221a9 · 2 evaluations · 2 metric rows. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| RiNALMo: Mean ribosome load from MPRA Linear probe; mean across ten random seeds. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.74 Pearson R Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RiNALMo row, MRL MPRA column Source checking is not independent reproduction. |
| RNA-FM: Mean ribosome load from MPRA Linear probe; mean across ten random seeds. Independent external evaluation · Evaluation metadata: needs review | ||
| 0.49 Pearson R Unit: unitless · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedmRNABench: A curated benchmark for mature mRNA property and function prediction · Table 2, RNA-FM row, MRL MPRA column Source checking is not independent reproduction. |
Catalogue extraction inspected; protocol claims remain limited to the cited evidence. Missing details are not presumed absent from the original paper.
Stable record: reported-task-57dc3dcdb67a81Release 2026-09-16-d74d282221a9 · Record review: needs review
Stable ID: reported-task-57dc3dcdb67a81