ERNIE-RNA on mRNABench GO: Gene Ontology term prediction
mRNABench evaluation of ERNIE-RNA on Gene Ontology term prediction, scored with AUPRC (%).
Methods and reproduction
mRNABench evaluation of ERNIE-RNA on Gene Ontology term prediction, scored with AUPRC (%).
- task
- mRNABench GO: Gene Ontology term prediction
- configuration
- ERNIE-RNA
- dataset subset
- mRNABench GO (mRNABench split)
- Split
- Not reported
- Adaptation
- Not reported
- Scoring implementation
- AUPRC (%)
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.
Evaluation procedure
A linear probe over frozen embeddings, scored as the mean over ten random seeds.
- Configuration
- ERNIE-RNA
- Task
- mRNABench GO: Gene Ontology term prediction
- Dataset subset
- mRNABench GO (mRNABench split)
- origin
- Author-reported evaluation
- configuration
- Not reported
- protocol id
- mrnabench-task-go
- metric implementation
- AUPRC (%)
Metadata review: source checked. Unreported conditions prevent automatic comparisons.
Evaluation results
Release 2026-09-17-134cd1815de8 · 1 evaluation · 1 metric row. 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 |
|---|---|---|
| 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. |
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.
10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.metric_implementation AUPRC (%) Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.comparison.protocol_id mrnabench-task-go Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.origin author_reported Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.protocol A linear probe over frozen embeddings, scored as the mean over ten random seeds. Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| attributes.source_locator Table 2, row(ERNIE-RNA), column(GO) Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| description mRNABench evaluation of ERNIE-RNA on Gene Ontology term prediction, scored with AUPRC (%). Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: benchmark mrnabench-task-go Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: dataset mrnabench-dataset-mrnabench-go Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: model mrnabench-method-ernie-rna Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| name ERNIE-RNA on mRNABench GO: Gene Ontology term prediction Context-only references | mRNABench: A curated benchmark for mature mRNA property and function prediction Table 2, row(ERNIE-RNA), column(GO) Version: preprint archived 2025-07-08 | not individually reviewed No individual claim review recorded author reported 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-evaluation-ernie-rna-go
- areas
- rna-transcriptomes
- tasks
- Gene Ontology term prediction
- origin
- author_reported
- protocol
- A linear probe over frozen embeddings, scored as the mean over ten random seeds.
- comparison
- protocol id: mrnabench-task-go; metric implementation: AUPRC (%)
- missing metadata
- checkpoint revision: unreported; seeds: unreported; budget: unreported; split manifest: unextracted
- source locator
- Table 2, row(ERNIE-RNA), column(GO)
Related records
- benchmark: mRNABench GO: Gene Ontology term prediction
- model: ERNIE-RNA
- dataset: mRNABench GO (mRNABench split)
- evaluation: ERNIE-RNA · mRNABench GO · AUPRC (%)