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ResearchFormerly WizWand

Class-Incremental Learning on S-CIFAR-10 (test)

18.19Final ForgettingCLFD-CLS-ER
15.573233.236650.968.5634Oct 9, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CLFD-CLS-ERBuffer Size=502024.1018.19
CLFD-ER-ACEBuffer Size=1252024.1021.13
CLFD-CLS-ERBuffer Size=1252024.1022.2
CLFD-ER-ACEBuffer Size=502024.1024.98
ER-ACEBuffer Size=1252024.1026.42
ER-ACEBuffer Size=502024.1032.81
CLFD-DER++Buffer Size=1252024.1032.82
CLFD-ERBuffer Size=1252024.1033.91
CLFD-DER++Buffer Size=502024.1041.93
CLS-ERBuffer Size=502024.1043.96
CLFD-ERBuffer Size=502024.1045.01
CLS-ERBuffer Size=1252024.1048.23
DER++Buffer Size=1252024.1048.8
DER++Buffer Size=502024.1060.67
ERBuffer Size=1252024.1072.24
ERBuffer Size=502024.1083.61