I moved from CS to an experimental field where there is no blind review, and I don't buy these arguments. Most experimental fields are sufficiently large that when you submit an article to e.g. Nature, reviewers don't necessarily know who you are.

Even some Ivy League universities are now requiring blinded applications for faculty positions and they have double-blind reviews to avoid bias, e.g. hiring a graduate from Oxford instead of no-name university.