Offline Task-IL Continual Learning on Sequential CIFAR-100 20 Tasks (test)
78.09AccuracyGCR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCRBuffer Size (K)=500, Backbone=ResNet18, Protocol=Task-IL2021.11 | 78.09 | 12.97 | |
| DERBuffer Size (K)=500, Backbone=ResNet18, Protocol=Task-IL2021.11 | 77.41 | 13.05 | |
| ERBuffer Size (K)=500, Backbone=ResNet18, Protocol=Task-IL2021.11 | 75.75 | 14.18 | |
| GCRBuffer Size (K)=200, Backbone=ResNet18, Protocol=Task-IL2021.11 | 68.86 | 20.11 | |
| ERBuffer Size (K)=200, Backbone=ResNet18, Protocol=Task-IL2021.11 | 68.66 | 19.84 | |
| DERBuffer Size (K)=200, Backbone=ResNet18, Protocol=Task-IL2021.11 | 66.87 | 21.08 |