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Benchmarks
Natural Language Understanding on GLUE (test) (Including WNLI and AX)
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61.1
CoLA MCC
UNILM
44.772
49.011
53.25
57.489
May 8, 2019
CoLA MCC
SST-2 Accuracy
MRPC F1 Score
STS-B Spearman Correlation
QQP F1 Score
MNLI-m Accuracy
MNLI-mm Accuracy
QNLI Accuracy
RTE Accuracy
WNLI Accuracy
AX Accuracy
GLUE Average Score
Updated 2d ago
Evaluation Results
Method
Method
Links
CoLA MCC
SST-2 Accuracy
MRPC F1 Score
STS-B Spearman Correlation
QQP F1 Score
MNLI-m Accuracy
MNLI-mm Accuracy
QNLI Accuracy
RTE Accuracy
WNLI Accuracy
AX Accuracy
GLUE Average Score
UNILM
Model Mode=Bidirection...
2019.05
61.1
94.5
90
87.7
71.7
87
85.9
92.7
70.9
65.1
38.4
80.8
BERT_LARGE
2019.05
60.5
94.9
89.3
86.5
72.1
86.7
85.9
92.7
70.1
65.1
39.6
80.5
GPT
2019.05
45.4
91.3
82.3
80
70.3
82.1
81.4
87.4
56
53.4
29.8
72.8
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