Result

0.575 binary F1

ERNIE-RNA · binary F1 · bpRNA-new

Tested configuration: ERNIE-RNA
Task: RNA secondary-structure prediction
Dataset: bpRNA-new
Procedure: zero-shot attention-derived base-pair prediction
Evaluation: ERNIE-RNA: RNA secondary-structure prediction
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
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.

Reproduction

Split: cross-family test
Adaptation: Not reported
Scoring implementation: Not reported

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.

Access requirements and official instructions: RNA secondary-structure prediction

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.

Evidence

Source checking verifies the cited claim or transcription. It does not establish 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.

1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statement	Original source and location	Review and provenance
attributes.printed_value 0.575 Individual claims	ERNIE-RNA: an RNA language model with structure-enhanced representations Original source ↗ Table 2, ERNIE-RNA zero-shot row, bpRNA-new F1-Score (binary) column Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558206+00:00	source checked independent ai table review · 2026-09-16T10:38:57.558206+00:00 author reported Audit details 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. Field: `attributes.printed_value` Claim: claim-b2-ernie-rna-2025 Source artifact SHA-256: `0bd1d4b3cbf5d59d452cec4864614947861efcee050ba07e7de395cd90630047` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `0bd1d4b3cbf5d59d452cec4864614947861efcee050ba07e7de395cd90630047` Extraction artifact

All evidence (CSV)All evidence (JSONL)How to read the evidence

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release history

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

Download this release

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

Suggest a correction