In fact, the winning architecture was Conditional-State with RNN-RNN combo, which did better in terms of test accuracy than the feature based models (Bowman et al., 2015) and one tree-based model (Mou et al., 2016).
it came close to the stateof-the-art attention based model (Parikh et al., 2016).