Sentiment Analysis on IMDB (test) using Genetic and PWWS metrics
77.2Genetic ScoreRIFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RIFTModel=BERT-base-uncased2021.12 | 77.2 | 70.1 | |
| Adv-MixoutModel=BERT-base-uncased2021.12 | 75.4 | 68.8 | |
| Adv-BaseModel=BERT-base-uncased2021.12 | 74.8 | 68.3 | |
| Adv-PTWDModel=BERT-base-uncased2021.12 | 73.9 | 69.1 | |
| RIFTModel=RoBERTa-base2021.12 | 73.5 | 66.3 | |
| Adv-MixoutModel=RoBERTa-base2021.12 | 70.6 | 63.9 | |
| Adv-BaseModel=RoBERTa-base2021.12 | 70.3 | 63.3 | |
| Adv-PTWDModel=RoBERTa-base2021.12 | 69.3 | 64.4 | |
| StandardModel=RoBERTa-base2021.12 | 42.1 | 45.6 | |
| StandardModel=BERT-base-uncased2021.12 | 38.1 | 40.7 |