I'm using a Gigabyte AX370A motherboard with an integrated Intel GbE LAN with Windows 10 64 bit.
The adapter works, but its appears in the system tray as a removable device. Its also listed under 'Unspecified' in the Devices and Printers page. I installed the drivers for it from Gigabyte's site first, then tried the latest release directly from Intel - no change.