Image Classification on CIFAR-100 Long-tailed (test) (Imbalance Factor Metrics)
54.6Accuracy (IF=100)3LSSL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| 3LSSLBackbone=ResNet-322023.02 | 54.6 | 58.5 | 66.2 | |
| PaCoBackbone=ResNet-322023.02 | 52 | 56 | 64.2 | |
| BCLBackbone=ResNet-322023.02 | 51.9 | 56.6 | 64.9 | |
| SADEBackbone=ResNet-322023.02 | 49.8 | 53.9 | 63.6 | |
| ResLTBackbone=ResNet-322023.02 | 49.7 | 54.5 | 63.7 | |
| GCLBackbone=ResNet-322023.02 | 48.7 | 53.6 | — | |
| RIDE (3 experts)Backbone=ResNet-322023.02 | 48 | 51.7 | 61.8 | |
| DRO-LTBackbone=ResNet-322023.02 | 47.3 | 57.6 | 63.4 | |
| MISLASBackbone=ResNet-322023.02 | 47 | 52.3 | 63.2 | |
| SSDBackbone=ResNet-322023.02 | 46 | 50.5 | 62.3 | |
| UniMixBackbone=ResNet-322023.02 | 45.5 | 51.1 | 61.3 | |
| DiVEBackbone=ResNet-322023.02 | 45.4 | 51.1 | 62 | |
| BBNBackbone=ResNet-322023.02 | 42.6 | 47 | 59.1 | |
| LDAM-DRWBackbone=ResNet-322023.02 | 42 | 46.6 | 58.7 |