Image Classification on CIFAR-100-LT Imbalance 200
48.32Top-1 AccuracyDifficulty-Net + LAS
Evaluation Results
| Method | Links | |
|---|---|---|
| Difficulty-Net + LASTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 48.32 | |
| Difficulty-Net + LWSTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 47.91 | |
| Difficulty-Net + Balanced SoftmaxTraining setting=e2e training, Backbone=ResNet-322022.09 | 47.53 | |
| Difficulty-Net + cRTTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 47.45 | |
| PaCo + Balanced SoftmaxTraining setting=e2e training, Backbone=ResNet-322022.09 | 46.72 | |
| BALMSTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 46.12 | |
| MWN + LASTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 45.04 | |
| LASTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 44.87 | |
| Difficulty-NetTraining setting=e2e training, Backbone=ResNet-322022.09 | 44.8 | |
| MWN + LWSTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 44.71 | |
| MWN + cRTTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 44.56 | |
| LWSTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 44.42 | |
| cRTTraining setting=decoupled learning, Backbone=ResNet-322022.09 | 44.05 | |
| EQLTraining setting=e2e training, Backbone=ResNet-322022.09 | 43.46 | |
| PaCoTraining setting=e2e training, Backbone=ResNet-322022.09 | 43.09 | |
| LDAMTraining setting=e2e training, Backbone=ResNet-322022.09 | 41.42 | |
| CB-DATraining setting=e2e training, Backbone=ResNet-322022.09 | 40.89 | |
| CDB-CETraining setting=e2e training, Backbone=ResNet-322022.09 | 40.42 | |
| MWNTraining setting=e2e training, Backbone=ResNet-322022.09 | 40.25 | |
| Class-BalancedTraining setting=e2e training, Backbone=ResNet-322022.09 | 39.95 | |
| Focal LossTraining setting=e2e training, Backbone=ResNet-322022.09 | 39.64 |