Bias Mitigation on IMDB
90.69AccuracyFine-purifying
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 90.69 | 90.26 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasWord2023.05 | 90.35 | 89.38 | |
| Fine-purifyingModel=BERT, Bias Pattern=BiasSent2023.05 | 88.92 | 88.78 | |
| Fine-purifyingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 88.92 | 88.78 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasSent2023.05 | 88.83 | 84.36 | |
| Fine-mixingModel=RoBERTa, Bias Pattern=BiasSent2023.05 | 88.83 | 84.36 | |
| Fine-purifyingModel=BERT, Bias Pattern=BiasWord2023.05 | 88.74 | 87.2 | |
| Fine-mixingModel=BERT, Bias Pattern=BiasWord2023.05 | 88.5 | 77.88 |