Yes, and the evidence clearly says that temperatures are currently rising at a rate unlike anything ever seen before.  Of serious concern is the temperature of the oceans.  The South China Sea is one important example -- between over-fishing and warming, that's a major fishery on the edge of collapse.  
And while some computer models sometimes fail individually, they agree collectively and are getting better all the time.