Strengths and considerations
No source-reviewed explanatory claims are recorded here yet.
model · method
HyenaDNA
HyenaDNA is the method recorded for polyadenylation site detection. This page preserves the configuration reported by PolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models.
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 | poly(A) Gene-GenePolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models · Table 1, Few-shot HyenaDNA row, G-G AUC column |
| Recorded split | 5-fold cross-validationPolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models · Table 1, Few-shot HyenaDNA row, G-G AUC column |
| Recorded configuration | not stated in tablePolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models · Table 1, Few-shot HyenaDNA row, G-G AUC 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: few-shot Gene-Gene negative-set comparison
PolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models · Table 1, Few-shot HyenaDNA row, G-G AUC 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 |
|---|---|---|
| HyenaDNA: polyadenylation site detection few-shot Gene-Gene negative-set comparison Independent external evaluation · Evaluation metadata: needs review | ||
| 0.7510 AUC Unit: fraction · Direction: unknown | Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported | source checkedPolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models · Table 1, Few-shot HyenaDNA row, G-G AUC 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.PolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models · Table 1, Few-shot HyenaDNA row, G-G AUC 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-953007693fb72aSources and history
Release 2026-09-16-d74d282221a9 · Record review: needs review
- PolyA-GLM: A comprehensive framework for De novo polyadenylation site prediction using genome language models · Original source · journal full text in PMC
Technical metadata and extraction receipts
Stable ID: reported-model-953007693fb72a
- areas
- dna-genomes
- entity level
- method
- version
- not stated in table
- reported name
- HyenaDNA
- missing metadata
- checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract