That is funny advice you read, all the plants you mention are really hardy so they can safely go out now. I hope the beetroot is Boltardy. Fleece helps plants establish and protects from pigeons, rabbits etc, but in wet weather it can encourage slugs so watch for that.
(Fleece does not keep much frost off but these plants are ok in cold)