Client side dressing room not sync'd with Realms Plus dressing room

When connected to my Realms Plus world the dressing room shows all my customized skins as Steve.  If I look at myself (F5) or anyone else on the realm we are all Steve with our respective gamer tags.

If in a local world on my PC then I see my customized characters in the dressing room and with F5.

This was the case on Windows 10, now Windows 11, on a Xbox Series X, and Xbox One X.

I can capture a picture, but this is easily replicated.