It has to be the date on which you submitted your application. This is because these rates are volatile and change every day. I would also suggest that you try to ensure your POF has a buffer for FX rate fluctuations.
Technically, your funds have to meet the prescribed requirement at all the stages during the processing until you complete your landing process.
So, always consider fluctuations in currency rates and maintain your funds accordingly.