Class Incremental Learning on CIFAR-100 B40-S20 (test)
49.32Final AccuracyGIS
Evaluation results
| Method | Links | |
|---|---|---|
| GISBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 49.32 | |
| PASSBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 48.48 | |
| LUCIRBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 48 | |
| HFABackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 46.12 | |
| IL2ABackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 45.74 | |
| EEILBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 42.23 | |
| iCaRLNMEBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 40.53 | |
| iCaRLCNNBackbone=ResNet-18, Memory buffer size=20 instances per class2023.04 | 34.26 |