You need to submit the application and fee now (before last date). During the process they ask "type/mode or something like that", If you choose "gate2020" then you can upload your gate score after gate result. If you choose "Exam" then you can write the exam at Centre.
Regarding centres has it displayed correctly?
@air1ankit You are eligible for ECE , but not for CSE as mentioned in the advertisement.