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ResearchFormerly WizWand

Online Continual Learning on CIFAR-10 Sequential (test)

52.3AccuracyGCR
15.390424.972734.55544.1373Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRBuffer Size (K)=20002021.1152.3
GCRBuffer Size (K)=5002021.1151.17
DERBuffer Size (K)=20002021.1149.9
ERBuffer Size (K)=20002021.1149.31
MIRBuffer Size (K)=20002021.1146.4
DERBuffer Size (K)=5002021.1145.56
ERBuffer Size (K)=5002021.1143.32
GCRBuffer Size (K)=2002021.1142.26
GSSBuffer Size (K)=20002021.1141.7
GSSBuffer Size (K)=5002021.1140.59
iCARLBuffer Size (K)=20002021.1139.56
iCARLBuffer Size (K)=2002021.1138.66
DERBuffer Size (K)=2002021.1138.26
GSSBuffer Size (K)=2002021.1133.83
iCARLBuffer Size (K)=5002021.1133.53
ERBuffer Size (K)=2002021.1132.63
MIRBuffer Size (K)=5002021.1130.52
MIRBuffer Size (K)=2002021.1121.5
GEMBuffer Size (K)=20002021.1120.35
GEMBuffer Size (K)=5002021.1117.73
GEMBuffer Size (K)=2002021.1116.81