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ResearchFormerly WizWand

Online Continual Learning on TinyImageNet Sequential (test)

15.97AccuracyDER
3.89567.030310.16513.2997Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
DERBuffer Size (K)=20002021.1115.97
GCRBuffer Size (K)=20002021.1111.83
ERBuffer Size (K)=20002021.1111.3
GEMBuffer Size (K)=20002021.119.56
GCRBuffer Size (K)=5002021.118.77
DERBuffer Size (K)=5002021.118.49
GSSBuffer Size (K)=20002021.118.44
MIRBuffer Size (K)=20002021.117.05
GSSBuffer Size (K)=5002021.116.78
ERBuffer Size (K)=5002021.116.69
iCARLBuffer Size (K)=20002021.116.66
GCRBuffer Size (K)=2002021.116.19
GEMBuffer Size (K)=5002021.116.14
GSSBuffer Size (K)=2002021.115.82
iCARLBuffer Size (K)=5002021.115.36
GEMBuffer Size (K)=2002021.115.15
MIRBuffer Size (K)=5002021.115.1
MIRBuffer Size (K)=2002021.114.9
DERBuffer Size (K)=2002021.114.81
iCARLBuffer Size (K)=2002021.114.39
ERBuffer Size (K)=2002021.114.36