Less ice affects albedo. In that sense it should put upward pressure on global temperatures. Here are the global sea ice anomaly data. Interestingly, I note no significant association between recent ice melts and the temperature anomaly linked above, nor was ice particularly scant preceding or following the 1998 global warm year. This hardly disproves the importance of the albedo effect, but it does seem to call for scrutiny. With less sea ice and more CO2, something else is (at least for now) more strongly influencing our global tropospheric mean temperature.
Global sea ice
Global sea ice