Sentiment Analysis on SST-2 (Statistical Accuracy Summary)
90.9Average AccuracyPERFECT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PERFECTInitialization=prototype-based2022.04 | 90.9 | 87.6 | 1.5 | |
| PERFECTInitialization=random2022.04 | 90.7 | 88.2 | 1.2 | |
| Logan IV et al. (2021)2022.04 | 89.8 | 84.1 | 1.7 | |
| PETStrategy=Average2022.04 | 89.7 | 81 | 2.4 | |
| bitfit+mteMode=Ablation2022.04 | 89.5 | 81.7 | 3 | |
| PETStrategy=Best2022.04 | 89.1 | 81 | 2.6 | |
| FINETUNE2022.04 | 81.4 | 70 | 4 | |
| prompt+mteMode=Ablation2022.04 | 70.6 | 56 | 8.3 |