Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
GenomeOcean
GenomeOcean is the method recorded for Natural vs artificial microbial genome sequence. This page preserves the configuration reported by GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies.
At a glance
Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.
| Property | Description and evidence |
|---|---|
| Recorded dataset | GenomeOcean natural/artificial sequence testGenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies · Table 2, GenomeOcean row, F1 column |
| Model type | Not extracted or verified for this record. |
| Known versions | Not extracted or verified for this record. |
| Training data | Not extracted or verified for this record. |
| Context limits | Not extracted or verified for this record. |
| Access | Not extracted or verified for this record. |
| Code licence | Not extracted or verified for this record. |
| Weights licence | Not extracted or verified for this record. |
How it works
Recorded evaluation
The imported evaluation describes this procedure: Source reports natural-versus-artificial sequence classification.
GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies · Table 2, GenomeOcean row, F1 columnBenchmarks and 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 |
|---|---|---|
| GenomeOcean: Natural vs artificial microbial genome sequence Model: GenomeOcean · Benchmark: Natural vs artificial microbial genome sequence · Dataset: GenomeOcean natural/artificial sequence test Source reports natural-versus-artificial sequence classification. Author-reported evaluation · Evaluation metadata: needs review | ||
| 99.03 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, GenomeOcean row, F1 column Source checking is not independent reproduction. |
Strengths and limitations
Limitations and conditions
- This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies · Table 2, GenomeOcean row, F1 column
Profile review details
Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.
Stable record: reported-model-2df975e60d16d1Sources 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: reported-model-2df975e60d16d1
- areas
- microbes-communities
- entity level
- method
- version
- Not reported
- reported name
- GenomeOcean
- missing metadata
- version: not_reported_in_legacy_extract; checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract