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ResearchFormerly WizWand

Continual Learning on S-TinyImageNet streaming (test)

6.89Forgetting Rate (FRG)iCaRL
5.689213.794621.930.0054Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
iCaRLSetting=Online, Buffer size (K)=20002021.116.89
iCaRLSetting=Online, Buffer size (K)=2002021.116.95
iCaRLSetting=Online, Buffer size (K)=5002021.117.22
DERSetting=Online, Buffer size (K)=20002021.1114.97
GCRSetting=Online, Buffer size (K)=20002021.1122.31
GSSSetting=Online, Buffer size (K)=20002021.1123.63
DERSetting=Online, Buffer size (K)=5002021.1127.09
GCRSetting=Online, Buffer size (K)=5002021.1127.47
ERSetting=Online, Buffer size (K)=2002021.1127.86
ERSetting=Online, Buffer size (K)=20002021.1127.91
DERSetting=Online, Buffer size (K)=2002021.1131.68
ERSetting=Online, Buffer size (K)=5002021.1132.53
GSSSetting=Online, Buffer size (K)=5002021.1132.67
GCRSetting=Online, Buffer size (K)=2002021.1134.19
GSSSetting=Online, Buffer size (K)=2002021.1136.91