Result

0.938 F1

UFold · F1 · RNA8F

Tested configuration: UFold
Task: RNA secondary structure
Dataset: RNA8F
Procedure: Three-fold training and evaluation; source reports mean and standard deviation.
Evaluation: UFold: RNA secondary structure
Coverage: scored: unreported; eligible: unreported
Uncertainty: ± 0.004 standard deviation
Evidence: Independent external evaluation · source checkedRNA secondary structure prediction by conducting multi-class classifications · Table 2, UFold row, Overall F1 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: Not reported
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

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 0.938 Individual claims	RNA secondary structure prediction by conducting multi-class classifications Original source ↗ Table 2, UFold row, Overall F1 column Version: version of record Retrieved: 2026-09-16T10:41:16.505799+00:00	source checked independent ai table review · 2026-09-16T10:41:16.507031+00:00 independent paper Audit details Overall is the first two-metric block. F1 is first numeric column; source cell includes uncertainty after the preserved central value. This verifies the central score at its source location, not every metadata field or an experimental reproduction. Field: `attributes.printed_value` Claim: claim-lit-014 Source artifact SHA-256: `5aa376d6466daee83fc307baa39fd48da0f185ff30a178624025032d4cbe597d` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `5aa376d6466daee83fc307baa39fd48da0f185ff30a178624025032d4cbe597d` 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

RNA secondary structure prediction by conducting multi-class classifications · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: lit-014

areas: rna-transcriptomes
tasks: RNA secondary structure
printed value: 0.938
numeric value: 0.938
metric: F1
metric direction: unknown
unit: unitless
uncertainty: ± 0.004 standard deviation
source locator: Table 2, UFold row, Overall F1 column
review: method: independent_ai_table_review; reviewer: Codex omics research agent; independent source-table review, not human review; reviewed at: 2026-09-16T10:41:16.507031+00:00; notes: Overall is the first two-metric block. F1 is first numeric column; source cell includes uncertainty after the preserved central value. This verifies the central score at its source location, not every metadata field or an experimental reproduction.; evidence: {"table_xml_id": "tbl0020", "row_cells": ["UFold", "0.938±0.004", "0.938±0.004", "0.976±0.003", "0.976±0.003", "0.719±0.030", "0.720±0.030"], "selected_cell_zero_based": 1, "selected_cell_xml": "<td colspan=\"1\" rowspan=\"1\">0.938±0.004</td>", "caption": "Main results: the F1 score and the INF score of each method. The largest score in each column is highlighted in bold. The score with an underline is the second largest one in each column. The numbers on the left and right of the ‘±’ suggest the mean and the standard deviation of this score when training and evaluating the model using 3 folds of the dataset."}; artifact sha256: 5aa376d6466daee83fc307baa39fd48da0f185ff30a178624025032d4cbe597d; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12008525/fullTextXML
legacy id: lit-014
legacy row: id: lit-014; paper id: tu-fold-2025; domain id: rna-transcriptomes; task: RNA secondary structure; model: UFold; model version: Not reported; dataset: RNA8F; dataset version: Not reported; split: Not reported; metric: F1; value: 0.938; unit: unitless; uncertainty: ± 0.004 standard deviation; protocol: Three-fold training and evaluation; source reports mean and standard deviation.; source locator: Table 2, UFold row, Overall F1 column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12008525/; evaluation origin: independent_paper; reviewed utc: 2026-09-15T23:25:00Z
missing metadata: model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract

Related records

evaluation: UFold: RNA secondary structure
subject: Reported F1 for UFold

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