Sentiment Analysis on SST-5 (Average Accuracy, Worst-case Accuracy, Std Dev)
46Avg AccPET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PETStrategy=Best2022.04 | 46 | 41.2 | 2.4 | |
| PETStrategy=Average2022.04 | 45.9 | 40.3 | 2.4 | |
| Logan IV et al. (2021)2022.04 | 45.7 | 41.6 | 2.3 | |
| PERFECTInitialization=prototype-based2022.04 | 42.8 | 35.9 | 3.5 | |
| PERFECTInitialization=random2022.04 | 42.7 | 35.1 | 2.9 | |
| bitfit+mteMode=Ablation2022.04 | 42.3 | 36.8 | 3.3 | |
| FINETUNE2022.04 | 39.2 | 34.3 | 2.5 | |
| prompt+mteMode=Ablation2022.04 | 32.2 | 26.5 | 3.2 |