result · source checked

0.575 binary F1

ERNIE-RNA · binary F1 · bpRNA-new

Tested model: ERNIE-RNA
Task or benchmark: RNA secondary-structure prediction
Dataset: bpRNA-new
Procedure: zero-shot attention-derived base-pair prediction
Evaluation: ERNIE-RNA: RNA secondary-structure prediction
Evidence: Author-reported evaluation · source checkedERNIE-RNA: an RNA language model with structure-enhanced representations · Table 2, ERNIE-RNA zero-shot row, bpRNA-new F1-Score (binary) 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.

Evaluation results

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
ERNIE-RNA: RNA secondary-structure prediction Model: ERNIE-RNA · Benchmark: RNA secondary-structure prediction · Dataset: bpRNA-new zero-shot attention-derived base-pair prediction Author-reported evaluation · Evaluation metadata: needs review
0.575 binary F1 Unit: fraction · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedERNIE-RNA: an RNA language model with structure-enhanced representations · Table 2, ERNIE-RNA zero-shot row, bpRNA-new F1-Score (binary) column Source checking is not independent reproduction.

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: source checked

ERNIE-RNA: an RNA language model with structure-enhanced representations · Original source · journal full text in PMC

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Technical metadata and extraction receipts

Stable ID: b2-ernie-rna-2025

areas: rna-transcriptomes
tasks: RNA secondary-structure prediction
printed value: 0.575
numeric value: 0.575
metric: binary F1
metric direction: unknown
unit: fraction
uncertainty: Not reported
source locator: Table 2, ERNIE-RNA zero-shot row, bpRNA-new F1-Score (binary) column
review: method: independent_ai_table_review; reviewer: Codex secondary table review; reviewed at: 2026-09-16T10:38:57.558206+00:00; notes: Resolved bpRNA-new as the first three-column dataset group and F1-Score (binary) as its third metric. ERNIE-RNA zero shot is 86M and reports 0.575; RNA3DB-2D F1 is instead 0.542.; evidence: Original PMC XML table headers, row groups and caption inspected; printed value 0.575.; artifact sha256: 0bd1d4b3cbf5d59d452cec4864614947861efcee050ba07e7de395cd90630047; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12627772/fullTextXML
legacy id: b2-ernie-rna-2025
legacy row: id: b2-ernie-rna-2025; paper id: ernie-rna-2025; domain id: rna-transcriptomes; task: RNA secondary-structure prediction; model: ERNIE-RNA; model version: 86M; dataset: bpRNA-new; dataset version: Not reported; split: cross-family test; metric: binary F1; value: 0.575; unit: fraction; uncertainty: Not reported; protocol: zero-shot attention-derived base-pair prediction; source locator: Table 2, ERNIE-RNA zero-shot row, bpRNA-new F1-Score (binary) column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12627772/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:33:26Z
missing metadata: dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: ERNIE-RNA: RNA secondary-structure prediction
subject: Reported binary F1 for ERNIE-RNA

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