According to a recent report from NSS labs, Internet Explorer performed significantly better in proactively detecting malicious websites than its competitors.
Detection rates were up to 96% for IE while Chrome and other languished far below.
The gulf between the browsers performance in the tests surprises me to be honest, so I make no claim on the accuracy or relaibility of the report, but the data presented does seem compelling.