The simple answer is that there was no dominant species as such, each part of the world probably had a local dominant but it is only humans who spread everywhere and killed off and took over from the local boss animals and became the global head guys.
Currently (according to wikipedia) in terms of biomass ( mass of all living organisms ) Antarctic Krill are the top with over 500 million tonnes - twice that of Humans