Active Learning on Yelp Review Full (test)
80.89AccuracyParBaLS EPIG
Evaluation Results
| Method | Links | |
|---|---|---|
| ParBaLS EPIGBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 80.89 | |
| ParBaLS-MAP EPIGBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 80.41 | |
| SoftRankEPIGBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 79.58 | |
| EPIGBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 79.3 | |
| SoftmaxEPIGBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 78.56 | |
| PowerBALDBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 78.51 | |
| SoftmaxBALDBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 78.11 | |
| PowerEPIGBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 77.5 | |
| SoftRankBALDBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 75.39 | |
| BALDBudget=100+10x20, Encoder=bert_base_uncased, PCA Dimensions=1682025.10 | 71.58 |