Natural Language Inference on QNLI

Metric: Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	PSQ (Chen et al., 2020)	94.5	No	A Statistical Framework for Low-bitwidth Trainin...	2020-10-27	Code
2	Q-BERT (Shen et al., 2020)	93	No	Q-BERT: Hessian Based Ultra Low Precision Quanti...	2019-09-12	-
3	Q8BERT (Zafrir et al., 2019)	93	No	Q8BERT: Quantized 8Bit BERT	2019-10-14	Code
4	24hBERT	90.6	No	How to Train BERT with an Academic Budget	2021-04-15	Code

#1PSQ (Chen et al., 2020)SOTA
94.5
Accuracy· 2020-10-27
A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Code
#2Q-BERT (Shen et al., 2020)SOTA
93
Accuracy· 2019-09-12
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
#3Q8BERT (Zafrir et al., 2019)
93
Accuracy· 2019-10-14
Q8BERT: Quantized 8Bit BERT Code
#424hBERT
90.6
Accuracy· 2021-04-15
How to Train BERT with an Academic Budget Code