Image Classification on CIFAR-10 1k labels (test)
10.55Test Error RateVAT
Evaluation results
| Method | Links | |
|---|---|---|
| VATClassifier=13-layer CNN (similar), Data Augmentation=Standard2019.12 | 10.55 | |
| Triple-GAN-V2Classifier=13-layer CNN [32], Data Augmentation=Standard2019.12 | 15 | |
| Fast-SWA-480Classifier=13-layer CNN (similar), Data Augmentation=Standard2019.12 | 16.84 | |
| Label PropagationClassifier=13-layer CNN (similar), Data Augmentation=Standard2019.12 | 16.93 | |
| SWA-480Classifier=13-layer CNN (similar), Data Augmentation=Standard2019.12 | 17.48 | |
| SNTGClassifier=13-layer CNN (similar), Data Augmentation=Standard2019.12 | 18.41 | |
| MTClassifier=13-layer CNN (similar), Data Augmentation=Standard2019.12 | 21.55 | |
| MT (our code base)Classifier=13-layer CNN [32], Data Augmentation=Standard2019.12 | 25.14 | |
| II modelClassifier=13-layer CNN (similar), Data Augmentation=Standard2019.12 | 27.36 |