Class Incremental Learning on CIFAR-100 B50-S5 (test)
56.03AccuracyGIS
Evaluation results
| Method | Links | |
|---|---|---|
| GISBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 56.03 | |
| PASSBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 55.67 | |
| HFABackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 55.55 | |
| IL2ABackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 54.98 | |
| LUCIRBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 54.71 | |
| EEILBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 50.21 | |
| iCaRLNMEBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 49.14 | |
| iCaRLCNNBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 40.19 |