Text Classification on IMDB 20 labels
7.32Error RateILL
Evaluation results
| Method | Links | |
|---|---|---|
| ILL# Labels=20, Backbone=Bert-Base2023.05 | 7.32 | |
| CoMatch# Labels=20, Backbone=Bert-Base2023.05 | 7.44 | |
| FixMatch# Labels=20, Backbone=Bert-Base2023.05 | 7.72 | |
| SoftMatch# Labels=20, Backbone=Bert-Base2023.05 | 7.76 | |
| FlexMatch# Labels=20, Backbone=Bert-Base2023.05 | 7.82 | |
| SimMatch# Labels=20, Backbone=Bert-Base2023.05 | 7.93 | |
| AdaMatch# Labels=20, Backbone=Bert-Base2023.05 | 8.09 | |
| Dash# Labels=20, Backbone=Bert-Base2023.05 | 8.34 | |
| FreeMatch# Labels=20, Backbone=Bert-Base2023.05 | 8.94 | |
| Mean-Teacher# Labels=20, Backbone=Bert-Base2023.05 | 20.06 | |
| VAT# Labels=20, Backbone=Bert-Base2023.05 | 25.93 | |
| MixMatch# Labels=20, Backbone=Bert-Base2023.05 | 26.12 | |
| Pseudo-Label# Labels=20, Backbone=Bert-Base2023.05 | 45.45 |