Sentiment Analysis on SST-2 Binary classification

Metric: Dev Accuracy (higher is better)

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#	Model↕	Dev Accuracy▼	Extra Data	Paper	Date↕	Code
1	SMARTRoBERTa	96.9	No	SMART: Robust and Efficient Fine-Tuning for Pre-...	2019-11-08	Code
2	SMART-MT-DNN	96.1	No	SMART: Robust and Efficient Fine-Tuning for Pre-...	2019-11-08	Code
3	SMART-BERT	93	No	SMART: Robust and Efficient Fine-Tuning for Pre-...	2019-11-08	Code

#1SMARTRoBERTaSOTA
96.9
Dev Accuracy· 2019-11-08
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Code
#2SMART-MT-DNN
96.1
Dev Accuracy· 2019-11-08
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Code
#3SMART-BERT
93
Dev Accuracy· 2019-11-08
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Code