Does this model peform well in large scale datasets?

[Ponyo1]

Hello, I want to ask if this model performs well in large scale text classification datasets. Just like YELP_REVIEWS_FULL or AMAZON_REVIEWS_FULL. Because as far as I know, most experiments were conducted on small scale datasets.