I'm using the desktop app (Version: 220.127.116.114 Web, 18.104.22.1680 Mac) with MacOS 10.15.6.
None of my contacts' names are showing in the app. All I see is phone numbers and "unknown caller".
My contacts are on my Mac in iCloud. Names show up just fine in iOS.