I had this problem with Maps Marker Pro recently – my map did not load on the page, I saw “loading map – please wait…” only instead. I followed this guide from plugin’s author. It turned out, that in my template JS code I had something like this:
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// first set the body to hide and show everyhthing when fully loaded ;)