evaluation · needs review
DNABERT-2: Natural vs artificial microbial genome sequence
Evaluation procedure
Source reports natural-versus-artificial sequence classification.
- Model
- DNABERT-2
- Benchmark
- Natural vs artificial microbial genome sequence
- Dataset
- GenomeOcean natural/artificial sequence test
- origin
- Independent external evaluation
- configuration
- Not reported
- protocol id
- Not reported
- dataset version
- Not reported
- split
- Not reported
- 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 |
|---|---|---|
| DNABERT-2: Natural vs artificial microbial genome sequence Model: DNABERT-2 · Benchmark: Natural vs artificial microbial genome sequence · Dataset: GenomeOcean natural/artificial sequence test Source reports natural-versus-artificial sequence classification. Independent external evaluation · Evaluation metadata: needs review | ||
| 85.12 F1 Unit: % · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedGenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies · Table 2, DNABERT-2 row, F1 column Source checking is not independent reproduction. |
Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies · Original source · preprint archived 2025-02-05
Technical metadata and extraction receipts
Stable ID: evaluation-lit-b3-028
- areas
- microbes-communities
- tasks
- Natural vs artificial microbial genome sequence
- origin
- independent_paper
- protocol
- Source reports natural-versus-artificial sequence classification.
- version
- Not reported
- comparison
- protocol id: Not reported; dataset version: Not reported; split: Not reported; population: Not reported; inputs: Not reported; adaptation: Not reported; metric implementation: Not reported; aggregation: Not reported; budget: Not reported
- missing metadata
- model version: not_reported_in_legacy_extract; dataset version: not_reported_in_legacy_extract; split: not_reported_in_legacy_extract