The Arc competition used fixed metrics that were not necessarily tailored to single-cell data and could be exploited.

“The Arc one, you know, sort of fixed a bunch of metrics that weren't even so, so single cell specific, and they could be just ex-just exploited. So actually I think the winning model that was then in the end actually sort of crowned as the actual winning model, but essentially it's a flow matching based thing.”