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ResearchFormerly WizWand

Offline Task-Incremental Continual Learning on Sequential CIFAR-10

96.32AccuracyGCR
73.720879.587985.45591.3221Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRK (Memory Size)=20002021.1196.32
ERK (Memory Size)=20002021.1196.01
DERK (Memory Size)=20002021.1195.43
GCRK (Memory Size)=5002021.1194.44
GEMK (Memory Size)=20002021.1194.34
DERK (Memory Size)=5002021.1193.96
ERK (Memory Size)=5002021.1193.82
GSSK (Memory Size)=20002021.1193.54
GEMK (Memory Size)=5002021.1192.33
ERK (Memory Size)=2002021.1191.92
DERK (Memory Size)=2002021.1191.91
GSSK (Memory Size)=5002021.1191.73
GCRK (Memory Size)=2002021.1190.8
GSSK (Memory Size)=2002021.1190
GEMK (Memory Size)=2002021.1188.67
iCaRLK (Memory Size)=20002021.1176.97
iCaRLK (Memory Size)=5002021.1175.63
iCaRLK (Memory Size)=2002021.1174.59