DNALONGBENCH CNN baseline
Convolutional neural network baseline trained per task by the DNALONGBENCH authors.
Results are recorded on linked configurations and versions of this model. Their settings and evaluations are kept separate below.
Results on linked records
This model has no results of its own in this release. 5 linked records have results. They are not assigned to the underlying model: each record keeps its own settings and evaluations, and its scores are on its own page.
- CNN (DNALONGBENCH, CMP) Configuration · configuration of this model · 1 evaluation · 6 results
- CNN (DNALONGBENCH, eQTLP) Configuration · configuration of this model · 1 evaluation · 10 results
- CNN (DNALONGBENCH, ETGP) Configuration · configuration of this model · 1 evaluation · 2 results
- CNN (DNALONGBENCH, RSAP) Configuration · configuration of this model · 1 evaluation · 3 results
- CNN (DNALONGBENCH, TISP) Configuration · configuration of this model · 1 evaluation · 6 results
Overview
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How it works, versions and access
Additional methodological details, versions and access terms have not yet been extracted into a structured profile for this model. Consult the linked sources and evaluation records below.
Evidence
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Evidence table
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Sources and history
Release 2026-10-23-5347695500ed · Record review: source checked
1 source record and release history
- DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Original source · Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Technical metadata and extraction receipts
Stable ID: lit-genomics-20261011-dnalongbench-model-dnalongbench-cnn-baseline
- areas
- dna-genomes
- contexts
- research
- method types
- supervised_machine_learning
- reported name
- DNALONGBENCH CNN baseline
- entity level
- family
- source locator
- Methods 'Expert model' and 'CNN' descriptions
- missing metadata
- version: reason: inapplicable; note: Family record; versions are on configurations
Related records
- configuration of: CNN (DNALONGBENCH, CMP)
- configuration of: CNN (DNALONGBENCH, eQTLP)
- configuration of: CNN (DNALONGBENCH, ETGP)
- configuration of: CNN (DNALONGBENCH, RSAP)
- configuration of: CNN (DNALONGBENCH, TISP)