Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
DNABERT-2
DNABERT-2 is the method recorded for G-quadruplex classification. This page preserves the configuration reported by Benchmarking DNA large language models on quadruplexes.
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 | KExBenchmarking DNA large language models on quadruplexes · Table 5, DNABERT-2 (117 M) row, Accuracy column |
| Recorded configuration | 117MBenchmarking DNA large language models on quadruplexes · Table 5, DNABERT-2 (117 M) row, Accuracy column |
| Model type | 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: Pretrained model evaluated on KEx as reported in Table 5.
Benchmarking DNA large language models on quadruplexes · Table 5, DNABERT-2 (117 M) row, Accuracy 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 |
|---|---|---|
| DNABERT-2: G-quadruplex classification Pretrained model evaluated on KEx as reported in Table 5. Independent external evaluation · Evaluation metadata: needs review | ||
| 97.0 Accuracy Unit: % · Direction: unknown | Uncertainty: ± 0.5 Scored: Not reported · Eligible: Not reported | source checkedBenchmarking DNA large language models on quadruplexes · Table 5, DNABERT-2 (117 M) row, Accuracy 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.Benchmarking DNA large language models on quadruplexes · Table 5, DNABERT-2 (117 M) row, Accuracy 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-ade36035f58f27Sources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- Benchmarking DNA large language models on quadruplexes · Original source · version of record
Technical metadata and extraction receipts
Stable ID: reported-model-ade36035f58f27
- areas
- dna-genomes
- entity level
- method
- version
- 117M
- reported name
- DNABERT-2
- missing metadata
- checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract