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HyenaDNA (zero-shot)

DNA language model evaluated by the DART-Eval authors in the zero-shot setting.

Overview

DNA language model evaluated by the DART-Eval authors in the zero-shot setting.

Consult the linked sources for architecture or protocol details. Missing evidence is not evidence of a missing capability.

Evaluations and results

Release 2026-09-17-134cd1815de8 · 1 evaluation · 1 metric row. 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.

Evaluation setupMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
HyenaDNA (zero-shot) on DART-Eval REI-ACC: Regulatory element identification, zero-shot accuracy Configuration: HyenaDNA (zero-shot)Task: DART-Eval REI-ACC: Regulatory element identification, zero-shot accuracyDataset subset: ENCODE cCREs against dinucleotide-shuffled backgrounds (DART-Eval split) Distinguish ENCODE cCREs from dinucleotide-shuffled background sequences, scored zero-shot from model likelihood. Author-reported evaluation · Evaluation metadata: source checked
0.891 accuracy 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 3, row(HyenaDNA), column(zero-shot accuracy) Source checking is not independent reproduction.

Evidence table

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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

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