There has been a lot of progress in the last 2 - 3 years. They're still not quite at the level of ANNs in general but have been gaining ground quickly and do outperform ANNs on some specific tasks -- usually things with a temporal component but low data dimensionality per time-step. Another area with comparable results to ANNs would be object detection.