Image Classification on CIFAR-100 Imbalanced (test)
0.6251AUPRCSOAP
Evaluation results
| Method | Links | |
|---|---|---|
| SOAPBackbone=ResNet182021.04 | 0.6251 | |
| CB-CEBackbone=ResNet182021.04 | 0.6165 | |
| LDAMBackbone=ResNet182021.04 | 0.6153 | |
| FocalBackbone=ResNet182021.04 | 0.6107 | |
| AUC-MBackbone=ResNet182021.04 | 0.6103 | |
| SmoothAPBackbone=ResNet182021.04 | 0.6071 | |
| MinMaxBackbone=ResNet182021.04 | 0.6071 | |
| SOAPBackbone=ResNet342021.04 | 0.6001 | |
| CEBackbone=ResNet182021.04 | 0.5946 | |
| CEBackbone=ResNet342021.04 | 0.5792 | |
| LDAMBackbone=ResNet342021.04 | 0.5662 | |
| CB-CEBackbone=ResNet342021.04 | 0.5632 | |
| FastAPBackbone=ResNet182021.04 | 0.5618 | |
| FocalBackbone=ResNet342021.04 | 0.5585 | |
| MinMaxBackbone=ResNet342021.04 | 0.5518 | |
| AUC-MBackbone=ResNet342021.04 | 0.5306 | |
| SmoothAPBackbone=ResNet342021.04 | 0.5208 | |
| FastAPBackbone=ResNet342021.04 | 0.5151 |