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ResearchFormerly WizWand

Text Classification on IMDB full dataset (25k labeled) (test)

0.966AccuracyIn-domain Pretraining + Pseudo-label
0.951440.955220.9590.96278Nov 17, 2020
Updated 8mo ago

Evaluation results

MethodLinks
In-domain Pretraining + Pseudo-labelunlabeled_data_size=225k, labeled_data_size=25k2020.110.966
In-domain Pretraining + Pseudo-labelunlabeled_data_size=25k, labeled_data_size=25k2020.110.963
In-domain Pretrainingunlabeled_data_size=225k, labeled_data_size=25k2020.110.962
Open-domain+In-domain Pretrainingunlabeled_data_size=25k, labeled_data_size=25k2020.110.958
In-domain Pretrainingunlabeled_data_size=25k, labeled_data_size=25k2020.110.958
Open-domain Pretrainingunlabeled_data_size=225k, labeled_data_size=25k2020.110.956
Open-domain Pretrainingunlabeled_data_size=25k, labeled_data_size=25k2020.110.952