No - because the phishing page can act as a MITM attack - where they display the 2-factor login on the phishing page - and post the entered code to Google, confirm they are in (and receive the cookie enabling access) - while displaying the page back to you.

So 2-factor actually provides a false sense of security here.

Edit: unless you have U2F as per @makomk comment below