Image Classification on CIFAR-10 gamma=20, beta=4% long-tailed variant (test)
85.6Accuracy (%)ReMixMatch + Ours
Evaluation results
| Method | Links | |
|---|---|---|
| ReMixMatch + OursBackbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 85.6 | |
| ReMixMatch + DARPBackbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 85.3 | |
| ReMixMatch + (CReST+PDA)Backbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 83.9 | |
| ReMixMatchBackbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 83.4 | |
| FixMatch + OursBackbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 80.4 | |
| FixMatch + DARPBackbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 79.1 | |
| FixMatchBackbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 78.2 | |
| FixMatch + (CReST+PDA)Backbone=WideResNet-28-2, imbalance ratio (gamma)=20, labeled data ratio (beta)=4%2026.03 | 76.4 |