Paraphrase Identification on Quora Question Pairs

Metric: Accuracy (higher is better)

LeaderboardDataset

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Results

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	data2vec	92.4	No	data2vec: A General Framework for Self-supervise...	2022-02-07	Code
2	Charformer-Tall	91.4	No	Charformer: Fast Character Transformers via Grad...	2021-06-23	Code
3	RealFormer	91.34	No	RealFormer: Transformer Likes Residual Attention	2020-12-21	Code
4	StructBERTRoBERTa ensemble	90.7	No	StructBERT: Incorporating Language Structures in...	2019-08-13	-
5	MFAE	90.54	No	-	-	Code
6	XLNet-Large (ensemble)	90.3	No	XLNet: Generalized Autoregressive Pretraining fo...	2019-06-19	Code
7	Snorkel MeTaL(ensemble)	89.9	No	Training Complex Models with Multi-Task Weak Sup...	2018-10-05	Code
8	MT-DNN	89.6	No	Multi-Task Deep Neural Networks for Natural Lang...	2019-01-31	Code
9	SpanBERT	89.5	No	SpanBERT: Improving Pre-training by Representing...	2019-07-24	Code
10	RE2	89.2	No	Simple and Effective Text Matching with Richer A...	2019-08-01	Code
11	MwAN	89.12	No	-	-	Code
12	DIIN	89.06	No	Natural Language Inference over Interaction Space	2017-09-13	Code
13	MSEM	88.86	No	Multi-task Sentence Encoding Model for Semantic ...	2019-11-18	-
14	Bi-CAS-LSTM	88.6	No	Cell-aware Stacked LSTMs for Modeling Sentences	2018-09-07	-
15	pt-DecAtt	88.4	No	Neural Paraphrase Identification of Questions wi...	2017-04-15	-
16	TRANS-BLSTM	88.28	No	TRANS-BLSTM: Transformer with Bidirectional LSTM...	2020-03-16	-
17	BiMPM	88.17	No	Bilateral Multi-Perspective Matching for Natural...	2017-02-13	Code
18	GenSen	87.01	No	Learning General Purpose Distributed Sentence Re...	2018-03-30	Code
19	1-3[0.8pt/2pt] Random	80	No	Self-Explaining Structures Improve NLP Models	2020-12-03	Code
20	FreeLB	74.8	No	SMART: Robust and Efficient Fine-Tuning for Pre-...	2019-11-08	Code