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ResearchFormerly WizWand

Continual Learning on S-Cifar-100 streaming (test)

8.9Forgetting Rate (FRG)iCaRL
7.933614.456820.9827.5032Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
iCaRLSetting=Online, Buffer size (K)=20002021.118.9
iCaRLSetting=Online, Buffer size (K)=5002021.119.15
iCaRLSetting=Online, Buffer size (K)=2002021.119.53
DERSetting=Online, Buffer size (K)=20002021.1113.72
ERSetting=Online, Buffer size (K)=20002021.1116.42
GCRSetting=Online, Buffer size (K)=20002021.1117.91
GCRSetting=Online, Buffer size (K)=5002021.1119.46
GSSSetting=Online, Buffer size (K)=20002021.1119.56
GCRSetting=Online, Buffer size (K)=2002021.1121.86
DERSetting=Online, Buffer size (K)=5002021.1122.92
GSSSetting=Online, Buffer size (K)=5002021.1125.37
ERSetting=Online, Buffer size (K)=5002021.1126.29
DERSetting=Online, Buffer size (K)=2002021.1126.84
GEMSetting=Online, Buffer size (K)=5002021.1127.15
GEMSetting=Online, Buffer size (K)=20002021.1129.97
ERSetting=Online, Buffer size (K)=2002021.1130.16
GEMSetting=Online, Buffer size (K)=2002021.1132.94
GSSSetting=Online, Buffer size (K)=2002021.1133.06