Class Incremental Learning on CIFAR-100 B50-S10 (test)
54.31Final AccuracyGIS
Evaluation results
| Method | Links | |
|---|---|---|
| GISBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 54.31 | |
| HFABackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 52.11 | |
| LUCIRBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 50.53 | |
| PASSBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 49.03 | |
| EEILBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 47.6 | |
| iCaRLNMEBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 45.31 | |
| IL2ABackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 45.07 | |
| iCaRLCNNBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 38.87 |