evaluation · needs review
BarcodeBERT (4–4-4): unseen-species genus classification
Evaluation procedure
genus-level nearest-neighbor probe on species unseen in training
- Model
- BarcodeBERT (4–4-4)
- Benchmark
- unseen-species genus classification
- Dataset
- DNA barcodes of unseen species
- origin
- Author-reported evaluation
- configuration
- 4–4–4
- protocol id
- Not reported
- dataset version
- Not reported
- split
- 1-NN probe
- 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 |
|---|---|---|
| BarcodeBERT (4–4-4): unseen-species genus classification Model: BarcodeBERT (4–4-4) · Benchmark: unseen-species genus classification · Dataset: DNA barcodes of unseen species genus-level nearest-neighbor probe on species unseen in training Author-reported evaluation · Evaluation metadata: needs review | ||
| 78.5% accuracy Unit: percent · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedBarcodeBERT: transformers for biodiversity analyses · Table 1, BarcodeBERT (4–4-4) row, unseen-species genus-level 1-NN Acc (%) column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- BarcodeBERT: transformers for biodiversity analyses · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: evaluation-b2-barcodebert-2026
- areas
- dna-genomes
- tasks
- unseen-species genus classification
- origin
- author_reported
- protocol
- genus-level nearest-neighbor probe on species unseen in training
- version
- 4–4–4
- comparison
- protocol id: Not reported; dataset version: Not reported; split: 1-NN probe; 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
Related records
- model: BarcodeBERT (4–4-4)
- benchmark: unseen-species genus classification
- dataset: DNA barcodes of unseen species
- evaluation: BarcodeBERT (4–4-4) · accuracy · DNA barcodes of unseen species