These are the SQuAD v1.1 Test results after fine-tuning:

• The researchers’ best performing system outperforms the top leaderboard system by +1.5 F1 in ensembling and +1.3 F1 as a single system
• The researchers’ single BERT model outperforms the top ensemble system in terms of F1 score