mRNABench MRL MPRA (mRNABench split)
The split of mRNABench MRL MPRA that mRNABench evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.
Subset and evaluation context
This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.
Evaluation results
Release 2026-09-17-134cd1815de8 · 21 evaluations · 21 metric rows. 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 |
|---|---|---|
| 3UTRBERT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: 3UTRBERTTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.60 pearson_r Unit: correlation · 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(3UTRBERT), column(MRL MPRA) Source checking is not independent reproduction. |
| AIDO.RNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: AIDO.RNATask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.65 pearson_r Unit: correlation · 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(AIDO.RNA), column(MRL MPRA) Source checking is not independent reproduction. |
| DNABERT-S on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: DNABERT-STask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.52 pearson_r Unit: correlation · 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(DNABERT-S), column(MRL MPRA) Source checking is not independent reproduction. |
| DNABERT2 on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: DNABERT2Task: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.57 pearson_r Unit: correlation · 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(DNABERT2), column(MRL MPRA) Source checking is not independent reproduction. |
| ERNIE-RNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: ERNIE-RNATask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.58 pearson_r Unit: correlation · 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(ERNIE-RNA), column(MRL MPRA) Source checking is not independent reproduction. |
| Evo1 on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: Evo1Task: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.28 pearson_r Unit: correlation · 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(Evo1), column(MRL MPRA) Source checking is not independent reproduction. |
| Evo2 on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: Evo2Task: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.70 pearson_r Unit: correlation · 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(Evo2), column(MRL MPRA) Source checking is not independent reproduction. |
| Helix-mRNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: Helix-mRNATask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.44 pearson_r Unit: correlation · 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(Helix-mRNA), column(MRL MPRA) Source checking is not independent reproduction. |
| HyenaDNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: HyenaDNATask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.49 pearson_r Unit: correlation · 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(HyenaDNA), column(MRL MPRA) Source checking is not independent reproduction. |
| Naive Baseline on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Method: Naive BaselineTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.64 pearson_r Unit: correlation · 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 Baseline), column(MRL MPRA) Source checking is not independent reproduction. |
| Naive Mamba on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Method: Naive MambaTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.50 pearson_r Unit: correlation · 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(MRL MPRA) Source checking is not independent reproduction. |
| NT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: NTTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.60 pearson_r Unit: correlation · 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(NT), column(MRL MPRA) Source checking is not independent reproduction. |
| Orthrus on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: OrthrusTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.63 pearson_r Unit: correlation · 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(Orthrus), column(MRL MPRA) Source checking is not independent reproduction. |
| RiNALMo on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: RiNALMoTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.74 pearson_r Unit: correlation · 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(RiNALMo), column(MRL MPRA) Source checking is not independent reproduction. |
| RNA-FM on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: RNA-FMTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.49 pearson_r Unit: correlation · 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(RNA-FM), column(MRL MPRA) Source checking is not independent reproduction. |
| RNA-MSM on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: RNA-MSMTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.36 pearson_r Unit: correlation · 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(RNA-MSM), column(MRL MPRA) Source checking is not independent reproduction. |
| RNABERT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: RNABERTTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.24 pearson_r Unit: correlation · 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(RNABERT), column(MRL MPRA) Source checking is not independent reproduction. |
| RNAErnie on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: RNAErnieTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.33 pearson_r Unit: correlation · 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(RNAErnie), column(MRL MPRA) Source checking is not independent reproduction. |
| SpliceBERT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: SpliceBERTTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.53 pearson_r Unit: correlation · 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(SpliceBERT), column(MRL MPRA) Source checking is not independent reproduction. |
| Supervised CNN on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Method: Supervised CNNTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.77 pearson_r Unit: correlation · 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(Supervised CNN), column(MRL MPRA) Source checking is not independent reproduction. |
| UTR-LM on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library Configuration: UTR-LMTask: mRNABench MRL-MPRA: Mean ribosome load on an MPRA libraryDataset subset: mRNABench MRL MPRA (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 0.54 pearson_r Unit: correlation · 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(UTR-LM), column(MRL MPRA) 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.
2 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| description The split of mRNABench MRL MPRA that mRNABench evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits. Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name mRNABench MRL MPRA (mRNABench split) Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction No field-specific location recorded Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
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-dataset-mrnabench-mrl-mpra
- areas
- rna-transcriptomes
- missing metadata
- version: unreported; url: unextracted
Related records
- dataset: 3UTRBERT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: AIDO.RNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: DNABERT-S on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: DNABERT2 on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: ERNIE-RNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: Evo1 on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: Evo2 on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: Helix-mRNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: HyenaDNA on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: Naive Baseline on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: Naive Mamba on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: NT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: Orthrus on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: RiNALMo on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: RNA-FM on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: RNA-MSM on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: RNABERT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: RNAErnie on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: SpliceBERT on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: Supervised CNN on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library
- dataset: UTR-LM on mRNABench MRL-MPRA: Mean ribosome load on an MPRA library