Result

0.804 F1

BiRNA-BERT · F1 · extremely long-sequence species classification

Tested configuration: BiRNA-BERT
Task: extremely long RNA species classification
Dataset: extremely long-sequence species classification
Procedure: adaptive tokenization on full-length long RNA sequences
Evaluation: BiRNA-BERT: extremely long RNA species classification
Coverage: scored: unreported; eligible: unreported
Uncertainty: Not reported
Evidence: Author-reported evaluation · source checkedBiRNA-BERT allows efficient RNA language modeling with adaptive tokenization · Table 2, BiRNA-BERT row, F1 Score 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: paper evaluation
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: extremely long RNA species classification

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

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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 0.804 Individual claims	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ Table 2, BiRNA-BERT row, F1 Score column Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	source checked primary xml exact label cell check · 2026-09-16T10:33:38.292Z author reported Audit details Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness. Field: `attributes.printed_value` Claim: claim-b2-birna-bert-2025 Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact Extraction artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Extraction artifact

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

1 source records and release history

BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization · Original source · journal full text in PMC

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Technical metadata and extraction receipts

Stable ID: b2-birna-bert-2025

areas: rna-transcriptomes
tasks: extremely long RNA species classification
printed value: 0.804
numeric value: 0.804
metric: F1
metric direction: unknown
unit: fraction
uncertainty: Not reported
source locator: Table 2, BiRNA-BERT row, F1 Score column
review: method: primary_xml_exact_label_cell_check; reviewer: rewire deterministic table checker v1; reviewed at: 2026-09-16T10:33:38.292Z; notes: Exact row/header labels and numeric cell matched. Check verifies transcription, not experimental correctness.; evidence: Table 2, BiRNA-BERT row, F1 Score column; cell: 0.804; artifact sha256: bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12635123/fullTextXML
legacy id: b2-birna-bert-2025
legacy row: id: b2-birna-bert-2025; paper id: birna-bert-2025; domain id: rna-transcriptomes; task: extremely long RNA species classification; model: BiRNA-BERT; model version: not stated in table; dataset: extremely long-sequence species classification; dataset version: Not reported; split: paper evaluation; metric: F1; value: 0.804; unit: fraction; uncertainty: Not reported; protocol: adaptive tokenization on full-length long RNA sequences; source locator: Table 2, BiRNA-BERT row, F1 Score column; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12635123/; 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: BiRNA-BERT: extremely long RNA species classification
subject: Reported F1 for BiRNA-BERT

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