Hello Jin Zhengyang
Welcome to Microsoft Community.
In response to your feedback here, I have tested it in our test equipment.
In Folder Options, I selected "Home Folder". Then I restarted Explorer, and I got the same picture as your screenshot 3, where I can see Recommended, Favorites, and Recent.
Therefore, I recommend that you try to click on Folder Options, "Restore default value" under the "General" page, then click on "Far Default Value" under the "View" page, and then click OK.
Finally, restart your computer and make sure that you can see these three options in the Explorer. If not, make sure that the options are still selected.
If it is not selected, please check it and try it, but if it is selected, then it may indeed be a bug in the system version.
We will submit this issue for you through internal channels. In addition, you can also submit it through the****Feedback Hub (if convenient, please provide as much detail as possible, including pictures, videos, etc.).
Please share the feedback link after submitting, I will submit your feedback to the relevant team for investigation through internal channels.
Best regards,
Mitchell - | Microsoft community support expert from MSFT