To get a measure of what's truly going on, scientists look to the oceans — slow to heat up, slow to cool down, and thus less prone to short-term variations.
The result of a recent study suggests that "the oceans have been warming inexorably since at least 1993, at a rate broadly consistent with what you'd expect from the buildup of greenhouse gases."