Model

Omni-DNA

Evidence concern: excluded from comparisons

Table 1 prints the same frozen value and spread (.5252+-.0262) for NT on both 'Enhancer' and 'Enhancer Types', while the fine-tuned references differ (.548 and .424). One of the two frozen cells is likely a transcription error in the source; both are kept as printed and should not support comparison until the authors clarify.Frozen but Not Always Accessible: A Representation Analysis of Genomic Language Models · Table 1, column 'NT', rows 'Enhancer' and 'Enhancer Types'

Table 1 and Table 4 disagree for HyenaDNA Splice Acceptor: Table 1 prints .4752±.0108 (recovery 50), while Table 4 prints 0.7308 ± 0.0033 (validation-selected) and 0.7360 ± 0.0052 (diagnostic grid-best). Five other HyenaDNA cells of Table 1 equal Table 4's grid-best values, but Splice Donor (.7247±.0087) equals the validation-selected value instead. Table 3 and Table 4 also name different grid-best readouts for HyenaDNA Splice All (MLP+Mean against MLP+Attn). Table 1 values are kept as printed.Frozen but Not Always Accessible: A Representation Analysis of Genomic Language Models · Table 1, column 'HyenaDNA', rows 'Splice Acceptor' and 'Splice Donor'; Table 4; Table 3, row 'Splice All'

Autoregressive transformer family pretrained on DNA by next-token prediction and then fine-tuned with added task tokens to solve several genomic tasks, including DNA-to-text and DNA-to-image mapping, in one model.

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This model has no results of its own in this release. 2 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.

Omni-DNA-116M, frozen embeddings with a lightweight probe (Datta et al. 2026) Configuration · configuration · 18 evaluations · 18 results
Omni-DNA-116M, fine-tuned reference score (Datta et al. 2026) Configuration · configuration · 18 evaluations · 18 results

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Claims, original sources and review scope · Release 2026-10-22-1b7cf027e4f6
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Release 2026-10-22-1b7cf027e4f6 · Record review: source checked

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Frozen but Not Always Accessible: A Representation Analysis of Genomic Language Models · Original source · arXiv:2608.05329v1, submitted 2026-08-05

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Stable ID: gfm2-20261011-datta2026-model-omni-dna

areas: dna-genomes
contexts: research
method types: foundation_model
reported name: Omni-DNA
entity level: family
source locator: Section 2.2, model list
missing metadata: version: reason: inapplicable; note: Family record; versions are on configurations
provenance note: Named in Datta et al. 2026, Section 3, which cites Li et al. 2025 for Omni-DNA.

Related records

configuration of: Omni-DNA-116M, frozen embeddings with a lightweight probe (Datta et al. 2026)
configuration of: Omni-DNA-116M, fine-tuned reference score (Datta et al. 2026)

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