Text Classification on IMDB 40 labels
7.08Error RateSimMatch
Evaluation results
| Method | Links | |
|---|---|---|
| SimMatch# Labels=40, Backbone=Bert-Base2023.05 | 7.08 | |
| AdaMatch# Labels=40, Backbone=Bert-Base2023.05 | 7.11 | |
| FixMatch# Labels=40, Backbone=Bert-Base2023.05 | 7.33 | |
| FlexMatch# Labels=40, Backbone=Bert-Base2023.05 | 7.41 | |
| Dash# Labels=40, Backbone=Bert-Base2023.05 | 7.55 | |
| ILL# Labels=40, Backbone=Bert-Base2023.05 | 7.64 | |
| CoMatch# Labels=40, Backbone=Bert-Base2023.05 | 7.72 | |
| FreeMatch# Labels=40, Backbone=Bert-Base2023.05 | 7.95 | |
| SoftMatch# Labels=40, Backbone=Bert-Base2023.05 | 7.97 | |
| VAT# Labels=40, Backbone=Bert-Base2023.05 | 11.61 | |
| Mean-Teacher# Labels=40, Backbone=Bert-Base2023.05 | 13.97 | |
| MixMatch# Labels=40, Backbone=Bert-Base2023.05 | 15.47 | |
| Pseudo-Label# Labels=40, Backbone=Bert-Base2023.05 | 19.67 |