Semi-supervised Image Classification on CIFAR10-LT gamma=100, 1244 labels (10%) (test)
79.2AccuracyDebiasPL (w/ FixMatch)
Evaluation results
| Method | Links | |
|---|---|---|
| DebiasPL (w/ FixMatch)Backbone=WRN-28-2, Imbalance Ratio (gamma)=1002022.01 | 79.2 | |
| CReST+ w/ DABackbone=WRN-28-2, Imbalance Ratio (gamma)=1002022.01 | 78.1 | |
| CReST w/ DABackbone=WRN-28-2, Imbalance Ratio (gamma)=1002022.01 | 75.9 | |
| FixMatch w/ DA w/ LABackbone=WRN-28-2, Imbalance Ratio (gamma)=1002022.01 | 70.4 | |
| FixMatchBackbone=WRN-28-2, Imbalance Ratio (gamma)=1002022.01 | 67.3 | |
| MixMatchBackbone=WRN-28-2, Imbalance Ratio (gamma)=1002022.01 | 60.4 |