Paraphrase Identification on Quora Question Pairs
95.3AccuracySA-DiffuSeq
Evaluation Results
| Method | Links | |
|---|---|---|
| SA-DiffuSeq2025.12 | 95.3 | |
| Longformer2025.12 | 92.3 | |
| DiffuSeq2025.12 | 91.7 | |
| Bi-CAS-LSTMWord representation=GloVe, Encoder=300D, MLP=1024D, Layers=22018.09 | 88.6 | |
| CAS-LSTMWord representation=GloVe, Encoder=300D, MLP=1024D, Layers=22018.09 | 88.4 | |
| REGMAPR (BASE+REG)Word representation=GloVe2018.09 | 88 | |
| AdaQAconfiguration=two-way, attention mechanism=multi-perspective attention layers2017.09 | 87.94 | |
| LSTM + ElBiSWord representation=GloVe2018.09 | 87.3 | |
| AdaQAconfiguration=two-way2017.09 | 85.16 | |
| Multi-Perspective LSTMWord representation=GloVe2018.09 | 83.2 | |
| LSTMWord representation=GloVe2018.09 | 82.6 | |
| Multi-Perspective-CNN2017.09 | 81.38 | |
| Siamese-CNN2017.09 | 79.6 | |
| CNNWord representation=GloVe2018.09 | 79.6 |