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ResearchFormerly WizWand

Offline Class-Incremental Continual Learning on CIFAR-100 Sequential (accuracy)

60.09AccuracyGCR
17.793228.774139.75550.7359Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRK (Memory Size)=20002021.1160.09
DERK (Memory Size)=20002021.1155.45
GCRK (Memory Size)=5002021.1145.91
ERK (Memory Size)=20002021.1142.8
iCaRLK (Memory Size)=20002021.1142.19
DERK (Memory Size)=5002021.1141.36
GEMK (Memory Size)=20002021.1137.56
GCRK (Memory Size)=2002021.1133.69
iCaRLK (Memory Size)=5002021.1133.25
DERK (Memory Size)=2002021.1131.23
iCaRLK (Memory Size)=2002021.1128
ERK (Memory Size)=5002021.1127.66
GSSK (Memory Size)=20002021.1127.07
GEMK (Memory Size)=5002021.1125.54
GSSK (Memory Size)=5002021.1121.92
ERK (Memory Size)=2002021.1121.78
GEMK (Memory Size)=2002021.1120.75
GSSK (Memory Size)=2002021.1119.42