Omnii-1 showcases 8 biology applications, beats AlphaGenome on regulatory genomics benchmarks

exnx · x · 2026-10-21

A thread showcasing 8 applications of Omnii-1, a generalist genome language model claimed to outperform specialized models across biological domains: beating AlphaGenome on regulatory genomics benchmarks, generalizing to unseen modalities like 5hmC for early cancer detection, and designing functional proteins, antibodies, and personalized cancer vaccine candidates.

Benchmark tables in the figures show Omnii-1 leading ChromBPNet, Borzoï, and AlphaGenome across RNA-seq, CAGE, splicing, ATAC-seq, DNA methylation, and multiple QTL tasks. The model unifies 28 biological modalities spanning DNA, RNA, proteins, and epigenomics.

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