That's not remotely true. I know biracials with black fathers who are pretty much white passing. People really need to stop saying this.
Outliers happen all the time. I'm talking about whats GENERALLY the case. Generally when the father is black the kids look blacker than when the mother is black. Now this doesn't hold up 100% of the time. But its the case more times than not.