Benchmarks
cz-benchmarks is a standardized evaluation and comparison of machine learning models for biological applications (first, in the single-cell transcriptomics domain, with future plans to expand to additional domains). We see these benchmarks as a step towards ensuring that large-scale AI models can be harnessed to deliver genuine biological insights – by building trust, accelerating development, and bridging the gap between ML and biology communities.
As this is an alpha release, these preliminary benchmarking results from cz-benchmarks are expected to evolve as development continues.
Updates & Micropublications
At CZI, we are interested in providing the infrastructure and methods support to advance biology-centric benchmarking, therefore bridging the gap between model developers and model users and advancing AI in biology. Read about a few of our initial collaborations and projects in this domain!