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Configuration

Sei, output tracks* (paQTL discrimination)

Sei, output tracks* (paQTL discrimination); Feng et al. 2025 source-reported, task-scoped configuration. Printed in the source with an asterisk as a non-DNA-foundation specialised genomic comparator, not one of the paper's own DNA foundation models. Actual DNA input consumed by the model: 4096 bp (a crop of the dataset's generated window where smaller).

1 evaluation · 2 results

Overview

Sei, output tracks* (paQTL discrimination); Feng et al. 2025 source-reported, task-scoped configuration. Printed in the source with an asterisk as a non-DNA-foundation specialised genomic comparator, not one of the paper's own DNA foundation models. Actual DNA input consumed by the model: 4096 bp (a crop of the dataset's generated window where smaller).

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.

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Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Sei, output tracks* (paQTL discrimination)Protocol: Feng paQTL discrimination
Dataset: Feng paQTL discrimination short-window dataset
0.655 paQTL AUC
AUC · higher

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Sei, output tracks* paQTL discrimination evaluation

Table 6, paQTL column, frozen embeddings + random forest classifier

Aggregation: Not reported

Benchmarking DNA foundation models for genomic and genetic tasks · Table 6, AUC block, Sei, output tracks* row, paQTL column (deterministic XML extraction; rowspans resolved per data/omics/amp-coverage-20261007/feng/review-notes.md).
Configuration: Sei, output tracks* (paQTL discrimination)Protocol: Feng paQTL discrimination
Dataset: Feng paQTL discrimination short-window dataset
0.55 paQTL Cohen’s d
Cohen's d · unknown

Uncertainty: Not reported

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Sei, output tracks* paQTL discrimination evaluation

Table 6, paQTL column, frozen embeddings + random forest classifier

Aggregation: Not reported

Benchmarking DNA foundation models for genomic and genetic tasks · Table 6, Cohen’s d block, Sei, output tracks* row, paQTL column (deterministic XML extraction; rowspans resolved per data/omics/amp-coverage-20261007/feng/review-notes.md). Signed effect size; no universal desirable sign/direction is stated by the source.

Source checking is not independent reproduction. Release 2026-10-07-1448159e6a81.

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Evidence

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Claims, original sources and review scope · Release 2026-10-07-1448159e6a81
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Release 2026-10-07-1448159e6a81 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: amp-feng-20261007-config-qtl-paqtl-sei-output-tracks

method types
conventional_pipeline
actual input bp
4096
foundation model eligible
false
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
Sei, output tracks*
representation
Alternate-minus-reference frozen representation
task
paQTL discrimination
version
Not reported
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