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Dataset subset

Chromatin QTLs in African LCLs (DART-Eval split)

The split of Chromatin QTLs in African LCLs that DART-Eval evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.

Subset and evaluation context

This record describes a particular subset or cohort used in an evaluation. Its results do not describe the full dataset.

Evaluation results

Release 2026-09-17-134cd1815de8 · 35 evaluations · 35 metric rows. Different protocols are not a single leaderboard. Where several source tables report the same metric, the published comparisons above offer a pooled view that names what it does not hold constant.

Results grouped by the exact reported evaluation
Metric and findingCoverage and uncertaintyEvidence
Caduceus (fine-tuned) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.650 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(fine-tuned auroc)

Source checking is not independent reproduction.

Caduceus (fine-tuned) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.259 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(fine-tuned pearson_r)

Source checking is not independent reproduction.

Caduceus (probed) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.512 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(probed auroc)

Source checking is not independent reproduction.

Caduceus (probed) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

-0.004 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(probed pearson_r)

Source checking is not independent reproduction.

Caduceus (zero-shot embedding) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.519 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(zero-shot embedding auroc)

Source checking is not independent reproduction.

Caduceus (zero-shot likelihood) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.525 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Caduceus), column(zero-shot likelihood auroc)

Source checking is not independent reproduction.

ChromBPNet (ab initio) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.772 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African ChromBPNet), column(ab initio auroc)

Source checking is not independent reproduction.

ChromBPNet (ab initio) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.671 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African ChromBPNet), column(ab initio pearson_r)

Source checking is not independent reproduction.

DNABERT-2 (fine-tuned) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.616 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(fine-tuned auroc)

Source checking is not independent reproduction.

DNABERT-2 (fine-tuned) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.184 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(fine-tuned pearson_r)

Source checking is not independent reproduction.

DNABERT-2 (probed) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.502 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(probed auroc)

Source checking is not independent reproduction.

DNABERT-2 (probed) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.007 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(probed pearson_r)

Source checking is not independent reproduction.

DNABERT-2 (zero-shot embedding) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.480 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African DNABERT-2), column(zero-shot embedding auroc)

Source checking is not independent reproduction.

GENA-LM (fine-tuned) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.604 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(fine-tuned auroc)

Source checking is not independent reproduction.

GENA-LM (fine-tuned) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.201 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(fine-tuned pearson_r)

Source checking is not independent reproduction.

GENA-LM (probed) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.515 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(probed auroc)

Source checking is not independent reproduction.

GENA-LM (probed) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

-0.007 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(probed pearson_r)

Source checking is not independent reproduction.

GENA-LM (zero-shot embedding) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.508 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African GENA-LM), column(zero-shot embedding auroc)

Source checking is not independent reproduction.

HyenaDNA (fine-tuned) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.611 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(fine-tuned auroc)

Source checking is not independent reproduction.

HyenaDNA (fine-tuned) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.265 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(fine-tuned pearson_r)

Source checking is not independent reproduction.

HyenaDNA (probed) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.566 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(probed auroc)

Source checking is not independent reproduction.

HyenaDNA (probed) on DART-Eval VS-AFRICAN-PEARSON_R: Variant scoring on Chromatin QTLs in African LCLs, Pearson r

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.012 pearson_r

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(probed pearson_r)

Source checking is not independent reproduction.

HyenaDNA (zero-shot embedding) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.515 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(zero-shot embedding auroc)

Source checking is not independent reproduction.

HyenaDNA (zero-shot likelihood) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.486 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African HyenaDNA), column(zero-shot likelihood auroc)

Source checking is not independent reproduction.

Mistral-DNA (fine-tuned) on DART-Eval VS-AFRICAN-AUROC: Variant scoring on Chromatin QTLs in African LCLs, AUROC

Score the effect of a variant on chromatin accessibility, against the measured QTL call.

Author-reported evaluation · Evaluation metadata: source checked

0.510 auroc

Unit: fraction · Direction: higher

Uncertainty: Not reported

Scored: Not reported · Eligible: Not reported

source checkedDART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 6, row(African Mistral-DNA), column(fine-tuned auroc)

Source checking is not 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.

2 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-134cd1815de8
Property and statementOriginal source and locationReview and provenance
description

The split of Chromatin QTLs in African LCLs that DART-Eval evaluated on. The upstream dataset release is not catalogued here, so no claim is made that this matches its original splits.

Context-only references
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA

Original source ↗

No field-specific location recorded

Version: 2412.05430v1
Retrieved: 2026-09-17T07:56:09.182117+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: 4194b137ba55c9a2c269d119a9afec6ae1bb0feaf17d91433ae483c41221a56b

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

name

Chromatin QTLs in African LCLs (DART-Eval split)

Context-only references
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA

Original source ↗

No field-specific location recorded

Version: 2412.05430v1
Retrieved: 2026-09-17T07:56:09.182117+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: 4194b137ba55c9a2c269d119a9afec6ae1bb0feaf17d91433ae483c41221a56b

Hash scope: Exact retrieved primary paper artifact bytes.

Inspected artifact

Sources and history

Release 2026-09-17-134cd1815de8 · Record review: source checked

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: dart-eval-dataset-chromatin-qtls-in-african-lcls

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dna-genomes
missing metadata
version: unreported; url: unextracted
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