RTE
Accuracy
RoBERTa
Natural Language Inference
88.2
WNLI
Accuracy
RoBERTa
Natural Language Inference
89.0
MultiNLI
Matched
RoBERTa
Natural Language Inference
90.8
QNLI
Accuracy
RoBERTa
Natural Language Inference
98.9
SST-2 Binary classification
Accuracy
RoBERTa
Sentiment Analysis
96.7
SQuAD2.0 dev
EM
RoBERTa (no data aug)
Question Answering
86.5
SQuAD2.0 dev
F1
RoBERTa (no data aug)
Question Answering
89.4
RACE
Accuracy
RoBERTa
Reading Comprehension
83.2