I'm using the desktop app (Version: 126.96.36.1994 Web, 188.8.131.520 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.