evaluation · needs review
BiRNA-BERT: extremely long RNA species classification
Evaluation procedure
adaptive tokenization on full-length long RNA sequences
- Model
- BiRNA-BERT
- Benchmark
- extremely long RNA species classification
- Dataset
- extremely long-sequence species classification
- origin
- Author-reported evaluation
- configuration
- not stated in table
- protocol id
- Not reported
- dataset version
- Not reported
- split
- paper evaluation
- population
- Not reported
- inputs
- Not reported
- adaptation
- Not reported
- metric implementation
- Not reported
- aggregation
- Not reported
- budget
- Not reported
Metadata review: needs review. Unreported conditions prevent automatic comparisons.
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: needs review
- BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: evaluation-b2-birna-bert-2025
- areas
- rna-transcriptomes
- tasks
- extremely long RNA species classification
- origin
- author_reported
- protocol
- adaptive tokenization on full-length long RNA sequences
- version
- not stated in table
- comparison
- protocol id: Not reported; dataset version: Not reported; split: paper evaluation; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- dataset version: not_reported_in_legacy_extract