Paraphrase Detection on QQP
71.2Average AccuracyPERFECT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PERFECTInitialization=random2022.04 | 71.2 | 64.2 | 3.5 | |
| PERFECTInitialization=prototype-based2022.04 | 71.1 | 65.6 | 3.5 | |
| PETStrategy=Best2022.04 | 70.7 | 55.2 | 5.8 | |
| Logan IV et al. (2021)2022.04 | 70.4 | 62.7 | 3.4 | |
| bitfit+mteMode=Ablation2022.04 | 69.4 | 63 | 3.9 | |
| FINETUNE2022.04 | 65 | 59.8 | 3.6 | |
| PETStrategy=Average2022.04 | 63.4 | 44.7 | 7.9 | |
| prompt+mteMode=Ablation2022.04 | 54.3 | 46.2 | 5.6 |