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ResearchFormerly WizWand

Offline Task-Incremental Continual Learning on Tiny-ImageNet Sequential

66.7AccuracyGCR
21.137632.966344.79556.6237Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRK (Memory Size)=20002021.1166.7
DERK (Memory Size)=20002021.1164.86
ERK (Memory Size)=20002021.1162.04
DERK (Memory Size)=5002021.1153.32
GCRK (Memory Size)=5002021.1152.99
iCaRLK (Memory Size)=20002021.1149.07
ERK (Memory Size)=5002021.1147.86
GSSK (Memory Size)=20002021.1143.75
DERK (Memory Size)=2002021.1142.27
GCRK (Memory Size)=2002021.1142.11
ERK (Memory Size)=2002021.1138.83
GSSK (Memory Size)=5002021.1136.52
iCaRLK (Memory Size)=5002021.1135.86
GSSK (Memory Size)=2002021.1131.77
iCaRLK (Memory Size)=2002021.1122.89