Image Classification on CIFAR-10 (test) (Symmetry Evaluation 20/50/80%)
96.1Symmetry Score (20%)DivideMix*
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DivideMix*Network Setup=Ensemble (2 networks), Learning Strategy=Semi-supervised2021.06 | 96.1 | 94.6 | 93.2 | |
| Ours (Semi)Network Setup=Single, Learning Strategy=Semi-supervised2021.06 | 96.1 | 95.3 | 93.3 | |
| ELR+Network Setup=Ensemble (2 networks), Learning Strategy=Semi-supervised2021.06 | 95.8 | 94.8 | 93.3 | |
| MixUpNetwork Setup=Single, Learning Strategy=Supervised2021.06 | 93.5 | 88.4 | 73.6 | |
| CENetwork Setup=Single, Learning Strategy=Supervised2021.06 | 87.2 | 80.9 | 65.8 |