Paraphrase Detection on PAWS-QQP
96AccuracyDeBERTa-ASA
Evaluation Results
| Method | Links | |
|---|---|---|
| DeBERTa-ASABackbone=DeBERTa-large, tau=0.3, runs=52022.06 | 96 | |
| DeBERTa (large)Backbone=DeBERTa-large, tau=0.3, runs=52022.06 | 95.7 | |
| ALIGNModel Variant=large, Model Parameters=355M2023.07 | 93.8 | |
| ALIGNModel Variant=base, Model Parameters=125M2023.07 | 91.9 | |
| FLAN-T5Model Variant=xlarge, Model Parameters=3B2023.07 | 90.1 | |
| FLAN-T5Model Variant=large, Model Parameters=780M2023.07 | 88.3 | |
| BERT-ASABackbone=BERT-base, tau=0.3, runs=52022.06 | 87.7 | |
| BERTBackbone=BERT-base, tau=0.3, runs=52022.06 | 81.7 | |
| BBT-GRCModel Type=Sequence Encoder2023.11 | 42.9 | |
| OMModel Type=Sequence Encoder2023.11 | 38.1 | |
| RIR-GRCModel Type=Sequence Encoder2023.11 | 37.3 | |
| RIR-EBT-GRCModel Type=Sequence Encoder2023.11 | 37.2 | |
| BT-GRC OSModel Type=Sequence Encoder2023.11 | 37.1 | |
| BT-GRCModel Type=Sequence Encoder2023.11 | 36.9 | |
| EBT-GRCModel Type=Sequence Encoder2023.11 | 36.9 | |
| CRvNNModel Type=Sequence Encoder2023.11 | 34.8 |