Offline Class-IL Continual Learning on Sequential CIFAR-100 20 Tasks (test)
31.93AccuracyGCR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GCRBuffer Size (K)=500, Backbone=ResNet18, Protocol=Class-IL2021.11 | 31.93 | 42.1 | |
| DERBuffer Size (K)=500, Backbone=ResNet18, Protocol=Class-IL2021.11 | 26.61 | 51.27 | |
| GCRBuffer Size (K)=200, Backbone=ResNet18, Protocol=Class-IL2021.11 | 21.02 | 51.82 | |
| ERBuffer Size (K)=500, Backbone=ResNet18, Protocol=Class-IL2021.11 | 15.79 | 69.46 | |
| DERBuffer Size (K)=200, Backbone=ResNet18, Protocol=Class-IL2021.11 | 15.64 | 64.34 | |
| ERBuffer Size (K)=200, Backbone=ResNet18, Protocol=Class-IL2021.11 | 9.57 | 76.08 |