Agentomics
Added 21 October 2026
Unreviewed draft
- Type
- tool
- Authors
- Martinek and colleagues
- Venue
- Bioinformatics, 2026
- Source
- biogemt.github.io (opens in a new tab)
- Verdict
- The claim to check is that it beat human expert solutions on a number of benchmark datasets. Performance on benchmarks does not always carry over to messier data, so I would want to see how it does on a new dataset before relying on it. Most interesting to people who build models from biomedical data and want an automated baseline.
Agentomics, from Martinek and colleagues, was published in Bioinformatics in 2026. It is an autonomous system that builds machine learning models from a biomedical dataset. The authors report that it beat human expert solutions on a number of benchmark datasets.