As you noticed, unlike WiFi, there is no configuration for the ethernet network settings. Thus, static IP addresses for ethernet are currently not supported by WLED, although you can assign static IP addresses on your DHCP server.
This is actually on my list of things to add, although I will likely be slow learning how the HTML changes would need to occur.