Subjectivity Detection on WNC (test)
73.3PrecisionRoBERTa+ALBERT+DistillRoBERTA+BERT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RoBERTa+ALBERT+DistillRoBERTA+BERTModel Category=Ensemble model2020.02 | 73.3 | 67.7 | 70.4 | 71.61 | |
| RoBERTa_EnsembleModel Category=Ensemble model2020.02 | 73.2 | 67.9 | 70.4 | 71.57 | |
| DistillBERTModel Category=Single Model2020.02 | 73.1 | 60.8 | 66.4 | 69.28 | |
| BERT_Ensemble+DistillBERTModel Category=Ensemble model2020.02 | 73.1 | 61 | 66.5 | 69.36 | |
| DistillROBERTaModel Category=Single Model2020.02 | 73 | 62.3 | 67.2 | 69.69 | |
| RoBERTa_largeModel Category=Single Model2020.02 | 72.3 | 68.1 | 70.2 | 71.09 | |
| BERT_largeModel Category=Single Model2020.02 | 68.1 | 58.7 | 63.1 | 65.66 | |
| ALBERT_xxlarge.v2Model Category=Single Model2020.02 | 66.7 | 57.9 | 62 | 64.56 | |
| BiLSTM+GloVeModel Category=Baseline2020.02 | 64.8 | 64.7 | 64.8 | 64.76 | |
| FastTextModel Category=Baseline2020.02 | 61.3 | 61.2 | 61.3 | 61.24 |