Continual Learning on CIFAR-10 (test)
91.93Final Average Accuracy (FAA)Joint (upper bound)
Evaluation Results
| Method | Links | |
|---|---|---|
| Joint (upper bound)Backbone=ResNet-182026.02 | 91.93 | |
| BFP+IDBuffer Size=500, Backbone=ResNet-182026.02 | 76.65 | |
| CLS-ER+IDBuffer Size=500, Backbone=ResNet-182026.02 | 75.48 | |
| ER+IDBuffer Size=500, Backbone=ResNet-182026.02 | 74.74 | |
| CLS-ERBuffer Size=500, Backbone=ResNet-182026.02 | 74.27 | |
| SARLBuffer Size=500, Backbone=ResNet-182026.02 | 73.98 | |
| SCoMMERBuffer Size=500, Backbone=ResNet-182026.02 | 73.64 | |
| BFPBuffer Size=500, Backbone=ResNet-182026.02 | 73.51 | |
| BFP+IDBuffer Size=200, Backbone=ResNet-182026.02 | 71.99 | |
| BiCBuffer Size=500, Backbone=ResNet-182026.02 | 71.95 | |
| ER-ACEBuffer Size=500, Backbone=ResNet-182026.02 | 71.15 | |
| ER+IDBuffer Size=200, Backbone=ResNet-182026.02 | 71.02 | |
| CLS-ER+IDBuffer Size=200, Backbone=ResNet-182026.02 | 70.32 | |
| DER++Buffer Size=500, Backbone=ResNet-182026.02 | 70.1 | |
| SARLBuffer Size=200, Backbone=ResNet-182026.02 | 68.87 | |
| DERBuffer Size=500, Backbone=ResNet-182026.02 | 68.65 | |
| BFPBuffer Size=200, Backbone=ResNet-182026.02 | 68.64 | |
| XDERBuffer Size=500, Backbone=ResNet-182026.02 | 67.42 | |
| SCoMMERBuffer Size=200, Backbone=ResNet-182026.02 | 66.95 | |
| LUCIRBuffer Size=500, Backbone=ResNet-182026.02 | 65.26 | |
| CLS-ERBuffer Size=200, Backbone=ResNet-182026.02 | 64.56 | |
| XDERBuffer Size=200, Backbone=ResNet-182026.02 | 64.1 | |
| iCaRLBuffer Size=500, Backbone=ResNet-182026.02 | 62.49 | |
| DER++Buffer Size=200, Backbone=ResNet-182026.02 | 62.19 | |
| ER-ACEBuffer Size=200, Backbone=ResNet-182026.02 | 62.19 | |
| ERBuffer Size=500, Backbone=ResNet-182026.02 | 58.84 | |
| iCaRLBuffer Size=200, Backbone=ResNet-182026.02 | 58.37 | |
| DERBuffer Size=200, Backbone=ResNet-182026.02 | 57.92 | |
| BiCBuffer Size=200, Backbone=ResNet-182026.02 | 52.61 | |
| LUCIRBuffer Size=200, Backbone=ResNet-182026.02 | 49.18 | |
| ERBuffer Size=200, Backbone=ResNet-182026.02 | 44.46 |