Before revision:  Notably, we scale up DeBERTa to 1.5 billion parameters and it substantially outperforms Google's T5 with 11 billionparameters on the SuperGLUE benchmark (Wang et al., 2019a) and, for the first time , surpasses the human performance ( 89.9 vs. 89.8).
After revision:  Notably, we scale up DeBERTa to 1.5 billion parameters . The significant performance boost makes the single DeBERTa model surpass the human performance on the SuperGLUE benchmark (Wang et al., 2019a) and, for the first time , surpasses the human performance ( 89.9 vs. 89.8).