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ResearchFormerly WizWand

Offline Class-Incremental Learning on S-Cifar-100 (test)

19.29ForgettingGCR
16.956832.705948.45564.2041Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRReplay Buffer Size (K)=20002021.1119.29
DERReplay Buffer Size (K)=20002021.1128.18
iCARLReplay Buffer Size (K)=20002021.1130.64
GCRReplay Buffer Size (K)=5002021.1139.2
iCARLReplay Buffer Size (K)=5002021.1140.99
iCARLReplay Buffer Size (K)=2002021.1147.2
DERReplay Buffer Size (K)=5002021.1149.07
ERReplay Buffer Size (K)=20002021.1149.12
GEMReplay Buffer Size (K)=20002021.1155.27
GCRReplay Buffer Size (K)=2002021.1157.65
DERReplay Buffer Size (K)=2002021.1162.72
GSSReplay Buffer Size (K)=20002021.1167.42
ERReplay Buffer Size (K)=5002021.1167.96
GEMReplay Buffer Size (K)=5002021.1171.34
GSSReplay Buffer Size (K)=5002021.1174.12
ERReplay Buffer Size (K)=2002021.1175.06
GEMReplay Buffer Size (K)=2002021.1177.4
GSSReplay Buffer Size (K)=2002021.1177.62