Text Classification on AG News 100 labels
10.75Error RateCoMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| CoMatch# Labels=100, Backbone=Bert-Base2023.05 | 10.75 | |
| AdaMatch# Labels=100, Backbone=Bert-Base2023.05 | 11.22 | |
| VAT# Labels=100, Backbone=Bert-Base2023.05 | 11.71 | |
| FixMatch# Labels=100, Backbone=Bert-Base2023.05 | 11.71 | |
| SoftMatch# Labels=100, Backbone=Bert-Base2023.05 | 11.72 | |
| FreeMatch# Labels=100, Backbone=Bert-Base2023.05 | 11.73 | |
| MixMatch# Labels=100, Backbone=Bert-Base2023.05 | 11.75 | |
| FlexMatch# Labels=100, Backbone=Bert-Base2023.05 | 12.08 | |
| ILL# Labels=100, Backbone=Bert-Base2023.05 | 12.21 | |
| SimMatch# Labels=100, Backbone=Bert-Base2023.05 | 12.45 | |
| Dash# Labels=100, Backbone=Bert-Base2023.05 | 13.76 | |
| Mean-Teacher# Labels=100, Backbone=Bert-Base2023.05 | 13.93 | |
| Pseudo-Label# Labels=100, Backbone=Bert-Base2023.05 | 14.69 |