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ResearchFormerly WizWand

Offline Class-Incremental Continual Learning on Tiny-ImageNet Sequential

35.68AccuracyGCR
4.292812.441420.5928.7386Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRK (Memory Size)=20002021.1135.68
DERK (Memory Size)=20002021.1131.53
GCRK (Memory Size)=5002021.1119.66
DERK (Memory Size)=5002021.1119.05
ERK (Memory Size)=20002021.1118.19
iCaRLK (Memory Size)=20002021.1118.1
DERK (Memory Size)=2002021.1113.22
GCRK (Memory Size)=2002021.1113.05
GSSK (Memory Size)=20002021.1111.94
iCaRLK (Memory Size)=5002021.1111
ERK (Memory Size)=5002021.1110.05
GSSK (Memory Size)=5002021.119.63
ERK (Memory Size)=2002021.118.65
GSSK (Memory Size)=2002021.118.57
iCaRLK (Memory Size)=2002021.115.5