Image Classification on CIFAR-10 standard (train=4K, unlabeled=41K)
3.95Error RateUDA + 'Consist.'
Evaluation Results
| Method | Links | |
|---|---|---|
| UDA + 'Consist.'Backbone=WRN28-2, Data Augmentation=RandAugment [6], Number of runs=5, Source=Our results2023.05 | 3.95 | |
| FixMatchBackbone=WRN28-2, Data Augmentation=RandAugment [6], Number of runs=5, Source=Our results2023.05 | 4.25 | |
| FixMatchBackbone=WRN28-2, Data Augmentation=RandAugment [6], Source=Copied from [32]2023.05 | 4.26 | |
| UDA (no sharpening)Backbone=WRN28-2, Data Augmentation=RandAugment [6], Number of runs=5, Source=Our results2023.05 | 4.33 | |
| UDABackbone=WRN28-2, Data Augmentation=RandAugment [6], Source=Copied from [32]2023.05 | 4.88 | |
| MixMatchBackbone=WRN28-2, Source=Copied from [32]2023.05 | 6.42 |