While the baseline model achieved a validation (test) perplexity of 44.3 (43.1), on applying PDR, the model achieved a perplexity of 44.0 (42.5).
pDR is relatively less effective on larger datasets, a fact also observed for other regularization techniques on such datasets (Yang et al., 2017).