Enabling enable-vulkan in chrome://flags then restarting the browser fixed it. If that does not work, you can also try enabling ignore-gpu-blacklist as well.
nvidia - Problems with chrome browser after suspend the computer on Ubuntu 20.04 - Ask Ubuntu