mRNABench GO (mRNABench split)
The split of mRNABench GO 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 GO: Gene Ontology term prediction Configuration: 3UTRBERTTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 27.5% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| AIDO.RNA on mRNABench GO: Gene Ontology term prediction Configuration: AIDO.RNATask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 42.3% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| DNABERT-S on mRNABench GO: Gene Ontology term prediction Configuration: DNABERT-STask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 31.8% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| DNABERT2 on mRNABench GO: Gene Ontology term prediction Configuration: DNABERT2Task: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 32.6% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| ERNIE-RNA on mRNABench GO: Gene Ontology term prediction Configuration: ERNIE-RNATask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 34.1% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| Evo1 on mRNABench GO: Gene Ontology term prediction Configuration: Evo1Task: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 27.6% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| Evo2 on mRNABench GO: Gene Ontology term prediction Configuration: Evo2Task: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 46.7% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| Helix-mRNA on mRNABench GO: Gene Ontology term prediction Configuration: Helix-mRNATask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 25.7% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| HyenaDNA on mRNABench GO: Gene Ontology term prediction Configuration: HyenaDNATask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 31.0% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| Naive Baseline on mRNABench GO: Gene Ontology term prediction Method: Naive BaselineTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 23.4% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| Naive Mamba on mRNABench GO: Gene Ontology term prediction Method: Naive MambaTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 26.6% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| NT on mRNABench GO: Gene Ontology term prediction Configuration: NTTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 36.0% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| Orthrus on mRNABench GO: Gene Ontology term prediction Configuration: OrthrusTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 42.9% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| RiNALMo on mRNABench GO: Gene Ontology term prediction Configuration: RiNALMoTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 34.7% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| RNA-FM on mRNABench GO: Gene Ontology term prediction Configuration: RNA-FMTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 32.2% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| RNA-MSM on mRNABench GO: Gene Ontology term prediction Configuration: RNA-MSMTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 27.5% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| RNABERT on mRNABench GO: Gene Ontology term prediction Configuration: RNABERTTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 23.8% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| RNAErnie on mRNABench GO: Gene Ontology term prediction Configuration: RNAErnieTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 27.8% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| SpliceBERT on mRNABench GO: Gene Ontology term prediction Configuration: SpliceBERTTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 38.2% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| Supervised CNN on mRNABench GO: Gene Ontology term prediction Method: Supervised CNNTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 15.5% auprc Unit: percent · 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(GO) Source checking is not independent reproduction. |
| UTR-LM on mRNABench GO: Gene Ontology term prediction Configuration: UTR-LMTask: mRNABench GO: Gene Ontology term predictionDataset subset: mRNABench GO (mRNABench split) A linear probe over frozen embeddings, scored as the mean over ten random seeds. Author-reported evaluation · Evaluation metadata: source checked | ||
| 31.3% auprc Unit: percent · 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(GO) 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 GO 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 GO (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-go
- areas
- rna-transcriptomes
- missing metadata
- version: unreported; url: unextracted
Related records
- dataset: 3UTRBERT on mRNABench GO: Gene Ontology term prediction
- dataset: AIDO.RNA on mRNABench GO: Gene Ontology term prediction
- dataset: DNABERT-S on mRNABench GO: Gene Ontology term prediction
- dataset: DNABERT2 on mRNABench GO: Gene Ontology term prediction
- dataset: ERNIE-RNA on mRNABench GO: Gene Ontology term prediction
- dataset: Evo1 on mRNABench GO: Gene Ontology term prediction
- dataset: Evo2 on mRNABench GO: Gene Ontology term prediction
- dataset: Helix-mRNA on mRNABench GO: Gene Ontology term prediction
- dataset: HyenaDNA on mRNABench GO: Gene Ontology term prediction
- dataset: Naive Baseline on mRNABench GO: Gene Ontology term prediction
- dataset: Naive Mamba on mRNABench GO: Gene Ontology term prediction
- dataset: NT on mRNABench GO: Gene Ontology term prediction
- dataset: Orthrus on mRNABench GO: Gene Ontology term prediction
- dataset: RiNALMo on mRNABench GO: Gene Ontology term prediction
- dataset: RNA-FM on mRNABench GO: Gene Ontology term prediction
- dataset: RNA-MSM on mRNABench GO: Gene Ontology term prediction
- dataset: RNABERT on mRNABench GO: Gene Ontology term prediction
- dataset: RNAErnie on mRNABench GO: Gene Ontology term prediction
- dataset: SpliceBERT on mRNABench GO: Gene Ontology term prediction
- dataset: Supervised CNN on mRNABench GO: Gene Ontology term prediction
- dataset: UTR-LM on mRNABench GO: Gene Ontology term prediction