Result

43.3% sequence recovery

R3Design · sequence recovery · Rfam

Tested configuration: R3Design
Task: RNA sequence design
Dataset: Rfam
Procedure: Tertiary-structure-conditioned RNA sequence design; external Rfam assessment
Evaluation: R3Design: RNA sequence design
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedR3Design: deep tertiary structure-based RNA sequence design and beyond · Table 3, R3Design row, Recovery (%) > Rfam 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: external
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 sequence design

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 43.27 Individual claims	R3Design: deep tertiary structure-based RNA sequence design and beyond Original source ↗ Table 3, R3Design row, Recovery (%) > Rfam column Version: PMC archival version PMC11685104.1 Retrieved: 2026-09-16T10:41:06Z	source checked independent ai table review · 2026-09-16T10:41:06Z author reported Audit details R3Design row, first Recovery column Rfam; 43.27 plus/minus0.56. Transcription verified; experimental claims not independently reproduced. Field: `attributes.printed_value` Claim: claim-lit-b4-006 Source artifact SHA-256: `b49c9ad846e46b11b240aace8e6bfaf953b842df166b69aee4843c02e9349779` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `b49c9ad846e46b11b240aace8e6bfaf953b842df166b69aee4843c02e9349779` Extraction artifact

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Sources and history

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

1 source records and release history

R3Design: deep tertiary structure-based RNA sequence design and beyond · Original source · PMC archival version PMC11685104.1

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Technical metadata and extraction receipts

Stable ID: lit-b4-006

areas: rna-transcriptomes
tasks: RNA sequence design
printed value: 43.27
numeric value: 43.27
metric: sequence recovery
metric direction: unknown
unit: percent
uncertainty: Not reported
source locator: Table 3, R3Design row, Recovery (%) > Rfam column
review: method: independent_ai_table_review; reviewer: Codex primary curator table review; reviewed at: 2026-09-16T10:41:06Z; notes: R3Design row, first Recovery column Rfam; 43.27 plus/minus0.56. Transcription verified; experimental claims not independently reproduced.; evidence: 43.27 \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{upgreek} \usepackage{mathrsfs} \setlength{\oddsidemargin}{-69pt} \begin{document} $\pm $\end{document} 0.56; artifact sha256: b49c9ad846e46b11b240aace8e6bfaf953b842df166b69aee4843c02e9349779; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11685104/fullTextXML
legacy id: lit-b4-006
legacy row: id: lit-b4-006; paper id: r3design-2025; domain id: rna-transcriptomes; task: RNA sequence design; model: R3Design; model version: Not reported; dataset: Rfam; dataset version: Not reported; split: external; metric: sequence recovery; value: 43.27; unit: percent; uncertainty: Not reported; protocol: Tertiary-structure-conditioned RNA sequence design; external Rfam assessment; source locator: Table 3, R3Design row, Recovery (%) > Rfam column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC11685104/; evaluation origin: author_reported; reviewed utc: 2026-09-15T23:37:05Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; uncertainty: not_reported_in_legacy_extract

Related records

evaluation: R3Design: RNA sequence design
subject: Reported sequence recovery for R3Design

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