Readability Assessment on Cambridge (test)
78.6AccuracyXia-16
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Xia-16Learning Type=Semi-supervised (Self-training)2021.09 | 78.6 | — | — | — | — | |
| RoBERTa-RF-T1Backbone=RoBERTa, Classifier=Random Forest, Feature Set=T1, Mode=Hybrid2021.09 | 76.3 | 0.752 | 0.792 | 0.753 | 0.919 | |
| BART-RF-T1Backbone=BART, Classifier=Random Forest, Feature Set=T1, Mode=Hybrid2021.09 | 72.7 | 0.727 | 0.76 | 0.727 | 0.889 | |
| BERT-GB-T1Backbone=BERT, Classifier=XGBoost, Feature Set=T1, Mode=Hybrid2021.09 | 68.7 | 0.682 | 0.732 | 0.687 | 0.873 | |
| XLNet-RF-P3Backbone=XLNet, Classifier=Random Forest, Feature Set=P3, Mode=Hybrid2021.09 | 68.7 | 0.676 | 0.71 | 0.687 | 0.888 |