Image Classification on CIFAR-10-LT (gamma=50, beta=10%) (test)
81.5AccuracyReMixMatch + DARP
Evaluation results
| Method | Links | |
|---|---|---|
| ReMixMatch + DARPBackbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 81.5 | |
| ReMixMatch + OursBackbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 81.2 | |
| ReMixMatchBackbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 79.3 | |
| ReMixMatch + (CReST+PDA)Backbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 78.4 | |
| FixMatch + (CReST+PDA)Backbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 76.6 | |
| FixMatch + OursBackbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 75.7 | |
| FixMatchBackbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 74.5 | |
| FixMatch + DARPBackbone=WideResNet-28-2, imbalance ratio (gamma)=50, labeled data ratio (beta)=10%2026.03 | 74.3 |