HyenaDNA-450K, long sequence (pathogenic/common SNP classification)
HyenaDNA-450K, long sequence (pathogenic/common SNP classification); Feng et al. 2025 source-reported, task-scoped configuration.
Overview
HyenaDNA-450K, long sequence (pathogenic/common SNP classification); Feng et al. 2025 source-reported, task-scoped configuration.
Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.
Evaluations and results
1 evaluation · 2 results. Different protocols are not a single leaderboard.
Filter evaluations
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: HyenaDNA-450K, long sequence (pathogenic/common SNP classification) | Protocol: Feng pathogenic-versus-common SNP classification Dataset: Feng pathogenic/common SNP long-window dataset | 0.626 pathogenic/common SNP AUC AUC · higher Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceHyenaDNA-450K, long sequence pathogenic/common SNP evaluation Table 5, frozen embeddings + random forest classifier Aggregation: Not reported Benchmarking DNA foundation models for genomic and genetic tasks · Table 5, HyenaDNA-450K, long sequence row, AUC column (deterministic XML extraction) |
| Configuration: HyenaDNA-450K, long sequence (pathogenic/common SNP classification) | Protocol: Feng pathogenic-versus-common SNP classification Dataset: Feng pathogenic/common SNP long-window dataset | 0.449 pathogenic/common SNP Cohen's d Cohen's d · unknown Uncertainty: Not reported Coverage: Not reported scored / Not reported eligible | Independent external evaluation · Source checkedMethods, coverage and sourceHyenaDNA-450K, long sequence pathogenic/common SNP evaluation Table 5, frozen embeddings + random forest classifier Aggregation: Not reported Benchmarking DNA foundation models for genomic and genetic tasks · Table 5, HyenaDNA-450K, long sequence row, Cohen's d column (deterministic XML extraction). Signed effect size; the source does not state a universal desirable sign/direction, so direction is recorded as unknown rather than assumed higher-is-better. |
Source checking is not independent reproduction. Release 2026-10-07-1448159e6a81.
Use this model
How it works, versions and access
Strengths, limitations and unresolved questions
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
0 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|
No evidence rows match these filters. Choose another scope or clear the search.
Sources and history
View linked audit checks and correction history
Release 2026-10-07-1448159e6a81 · Record review: source checked
1 source records and release history
Download this releaseTechnical metadata and extraction receipts
Stable ID: amp-feng-20261007-config-variant-hyenadna-450k-long-sequence
- method types
- foundation_model
- actual input bp
- Not reported
- foundation model eligible
- true
- head
- Supervised random forest fitted separately for this task
- head revision
- Not reported
- missing metadata
- version: Printed model name and input representation only; immutable checkpoint/head revision is unreported in the inspected primary text.
- output aggregation bp
- Not reported
- reported name
- HyenaDNA-450K, long sequence
- representation
- Alternate-minus-reference frozen representation
- task
- pathogenic/common SNP classification
- version
- Not reported