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ResearchFormerly WizWand

Continual Learning on CIFAR-10 (test)

91.93Final Average Accuracy (FAA)Joint (upper bound)
42.561255.378168.19581.0119Feb 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Joint (upper bound)Backbone=ResNet-182026.0291.93
BFP+IDBuffer Size=500, Backbone=ResNet-182026.0276.65
CLS-ER+IDBuffer Size=500, Backbone=ResNet-182026.0275.48
ER+IDBuffer Size=500, Backbone=ResNet-182026.0274.74
CLS-ERBuffer Size=500, Backbone=ResNet-182026.0274.27
SARLBuffer Size=500, Backbone=ResNet-182026.0273.98
SCoMMERBuffer Size=500, Backbone=ResNet-182026.0273.64
BFPBuffer Size=500, Backbone=ResNet-182026.0273.51
BFP+IDBuffer Size=200, Backbone=ResNet-182026.0271.99
BiCBuffer Size=500, Backbone=ResNet-182026.0271.95
ER-ACEBuffer Size=500, Backbone=ResNet-182026.0271.15
ER+IDBuffer Size=200, Backbone=ResNet-182026.0271.02
CLS-ER+IDBuffer Size=200, Backbone=ResNet-182026.0270.32
DER++Buffer Size=500, Backbone=ResNet-182026.0270.1
SARLBuffer Size=200, Backbone=ResNet-182026.0268.87
DERBuffer Size=500, Backbone=ResNet-182026.0268.65
BFPBuffer Size=200, Backbone=ResNet-182026.0268.64
XDERBuffer Size=500, Backbone=ResNet-182026.0267.42
SCoMMERBuffer Size=200, Backbone=ResNet-182026.0266.95
LUCIRBuffer Size=500, Backbone=ResNet-182026.0265.26
CLS-ERBuffer Size=200, Backbone=ResNet-182026.0264.56
XDERBuffer Size=200, Backbone=ResNet-182026.0264.1
iCaRLBuffer Size=500, Backbone=ResNet-182026.0262.49
DER++Buffer Size=200, Backbone=ResNet-182026.0262.19
ER-ACEBuffer Size=200, Backbone=ResNet-182026.0262.19
ERBuffer Size=500, Backbone=ResNet-182026.0258.84
iCaRLBuffer Size=200, Backbone=ResNet-182026.0258.37
DERBuffer Size=200, Backbone=ResNet-182026.0257.92
BiCBuffer Size=200, Backbone=ResNet-182026.0252.61
LUCIRBuffer Size=200, Backbone=ResNet-182026.0249.18
ERBuffer Size=200, Backbone=ResNet-182026.0244.46