rewirebio.iobenchmarks
Dataset

DNALONGBENCH Enhancer-target gene prediction test set

Held-out test data for the DNALONGBENCH Enhancer-target gene prediction task.

Evaluation results

5 evaluations · 10 results. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: Caduceus-Ph (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.38 AUPRC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Caduceus-Ph on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'Caduceus-Ph', column 'AUPRC'
Configuration: Caduceus-Ph (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.826 AUROC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Caduceus-Ph on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'Caduceus-Ph', column 'AUROC'
Configuration: Caduceus-PS (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.376 AUPRC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Caduceus-PS on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'Caduceus-PS', column 'AUPRC'
Configuration: Caduceus-PS (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.821 AUROC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Caduceus-PS on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'Caduceus-PS', column 'AUROC'
Configuration: CNN (DNALONGBENCH, ETGP)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.31 AUPRC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

CNN on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'CNN', column 'AUPRC'
Configuration: CNN (DNALONGBENCH, ETGP)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.797 AUROC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

CNN on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'CNN', column 'AUROC'
Configuration: ABC (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.407 AUPRC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Expert Model on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'Expert Model', column 'AUPRC'
Configuration: ABC (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.926 AUROC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

Expert Model on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'Expert Model', column 'AUROC'
Configuration: HyenaDNA (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.249 AUPRC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

HyenaDNA on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'HyenaDNA', column 'AUPRC'
Configuration: HyenaDNA (DNALONGBENCH)Protocol: DNALONGBENCH Enhancer-target gene prediction (Table 3)
Dataset: DNALONGBENCH Enhancer-target gene prediction test set
0.828 AUROC
unitless · higher

Uncertainty: Not reported by the source

Coverage: Not reported scored / Not reported eligible

Independent external evaluation · Source checked
Methods, coverage and source

HyenaDNA on DNALONGBENCH ETGP

lit-genomics-20261011-dnalongbench-protocol-etgp

Aggregation: Not reported

DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks · Table 3, row 'HyenaDNA', column 'AUROC'

Source checking is not independent reproduction. Release 2026-10-23-5347695500ed.

Research readiness

0 of 4 readiness checks met. These checks assess whether the evidence supports a reproducible investigation; a source-checked score alone does not meet them.

Readiness checks, gaps and artifacts

Release 2026-10-23-5347695500ed · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Metrics are recomputed from the saved predictions: not yet verified
  • Sample annotations are recorded: not yet verified
  • Dependence between samples is assessed: not yet verified

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • A pinned run recipe exists: not yet verified
  • Compute requirements are estimated: not yet verified

Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • File checksums match the recorded files: not yet verified
  • Predictions are matched to the right samples: not yet verified
  • Score meaning and direction are confirmed: not yet verified
  • Independent validation data exist: not yet verified
  • Overlap with training data is checked: not yet verified

Verified: Not verified

Readiness describes the evidence in this release. Availability on your computer is checked separately when an investigation runs. Existing data exposure can prevent independent validation even when files are available.

Artifacts and reproduction

No verified artifact manifest is connected to this record yet. The gaps above identify what is needed before analysis can begin.

Dataset and evaluation context

A dataset supplies biological observations. The evaluation protocol defines how those observations are split, used and scored.

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.

4 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-23-5347695500ed
Property and statementOriginal source and locationReview and provenance
Source location
Methods 'Benchmark dataset' for Enhancer-target gene prediction; Table 2
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

Methods 'Benchmark dataset' for Enhancer-target gene prediction; Table 2

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Split
Held-out test set as defined by DNALONGBENCH
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

Methods 'Benchmark dataset' for Enhancer-target gene prediction; Table 2

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.split

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Description
Held-out test data for the DNALONGBENCH Enhancer-target gene prediction task.
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

Methods 'Benchmark dataset' for Enhancer-target gene prediction; Table 2

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Name
DNALONGBENCH Enhancer-target gene prediction test set
Context-only references
DNALONGBENCH: a benchmark suite for long-range DNA prediction tasks

Original source ↗

Methods 'Benchmark dataset' for Enhancer-target gene prediction; Table 2

Version: Nature Communications 16, published 2025-11-18; PMC12627797 full-text XML
Retrieved: 2026-10-11T01:34:19Z

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 0d7db21f2a843dda3ba703c53cd0abad12c9c795cfbcf4fd1bdc6c4a863fe41b

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

Release 2026-10-23-5347695500ed · Record review: source checked

1 source record and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: lit-genomics-20261011-dnalongbench-data-etgp

areas
dna-genomes
contexts
research
split
Held-out test set as defined by DNALONGBENCH
source locator
Methods 'Benchmark dataset' for Enhancer-target gene prediction; Table 2
missing metadata
version: reason: unreported
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