Image Classification on CIFAR-10 LT (gamma=10, beta=2%) (test)
88.1AccuracyReMixMatch + Ours
Evaluation results
| Method | Links | |
|---|---|---|
| ReMixMatch + OursBackbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 88.1 | |
| ReMixMatch + DARPBackbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 87.5 | |
| ReMixMatch + (CReST+PDA)Backbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 86.3 | |
| ReMixMatchBackbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 85.5 | |
| FixMatch + OursBackbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 81.9 | |
| FixMatch + DARPBackbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 81.3 | |
| FixMatchBackbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 80.8 | |
| FixMatch + (CReST+PDA)Backbone=WideResNet-28-2, imbalance ratio (gamma)=10, labeled data ratio (beta)=2%2026.03 | 79.6 |