result · source checked
0.804 F1
BiRNA-BERT · F1 · extremely long-sequence species classification
- Tested model
- BiRNA-BERT
- Task or benchmark
- 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
- 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.
Evaluation results
Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| BiRNA-BERT: extremely long RNA species classification Model: BiRNA-BERT · Benchmark: extremely long RNA species classification · Dataset: extremely long-sequence species classification adaptive tokenization on full-length long RNA sequences Author-reported evaluation · Evaluation metadata: needs review | ||
| 0.804 F1 Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedBiRNA-BERT allows efficient RNA language modeling with adaptive tokenization · Table 2, BiRNA-BERT row, F1 Score column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: source checked
- BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization · Original source · journal full text in PMC
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