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ResearchFormerly WizWand

Offline Class-Incremental Continual Learning on CIFAR-10 Sequential

83.97AccuracyGCR
24.929240.257155.58570.9129Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRK (Memory Size)=20002021.1183.97
DERK (Memory Size)=20002021.1181
ERK (Memory Size)=20002021.1177.13
GCRK (Memory Size)=5002021.1174.69
DERK (Memory Size)=5002021.1172.15
GCRK (Memory Size)=2002021.1164.84
DERK (Memory Size)=2002021.1163.69
ERK (Memory Size)=5002021.1162.03
GSSK (Memory Size)=20002021.1160.4
ERK (Memory Size)=2002021.1149.16
GSSK (Memory Size)=5002021.1148.97
GSSK (Memory Size)=2002021.1138.62
iCaRLK (Memory Size)=5002021.1134.95
iCaRLK (Memory Size)=20002021.1133.57
iCaRLK (Memory Size)=2002021.1132.44
GEMK (Memory Size)=2002021.1129.99
GEMK (Memory Size)=5002021.1129.45
GEMK (Memory Size)=20002021.1127.2