Text Classification on IMDB full dataset (25k labeled) (test)
0.966AccuracyIn-domain Pretraining + Pseudo-label
Evaluation Results
| Method | Links | |
|---|---|---|
| In-domain Pretraining + Pseudo-labelunlabeled_data_size=225k, labeled_data_size=25k2020.11 | 0.966 | |
| In-domain Pretraining + Pseudo-labelunlabeled_data_size=25k, labeled_data_size=25k2020.11 | 0.963 | |
| In-domain Pretrainingunlabeled_data_size=225k, labeled_data_size=25k2020.11 | 0.962 | |
| Open-domain+In-domain Pretrainingunlabeled_data_size=25k, labeled_data_size=25k2020.11 | 0.958 | |
| In-domain Pretrainingunlabeled_data_size=25k, labeled_data_size=25k2020.11 | 0.958 | |
| Open-domain Pretrainingunlabeled_data_size=225k, labeled_data_size=25k2020.11 | 0.956 | |
| Open-domain Pretrainingunlabeled_data_size=25k, labeled_data_size=25k2020.11 | 0.952 |