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ResearchFormerly WizWand

Offline Class-Incremental Learning on S-Cifar-10 (test)

8.23Forgetting RateGCR
5.26625.27345.2865.287Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRReplay Buffer Size (K)=20002021.118.23
DERReplay Buffer Size (K)=20002021.1112.92
GCRReplay Buffer Size (K)=5002021.1119.27
iCARLReplay Buffer Size (K)=20002021.1121.91
iCARLReplay Buffer Size (K)=2002021.1123.52
ERReplay Buffer Size (K)=20002021.1123.85
DERReplay Buffer Size (K)=5002021.1124.02
iCARLReplay Buffer Size (K)=5002021.1128.2
GCRReplay Buffer Size (K)=2002021.1132.75
DERReplay Buffer Size (K)=2002021.1135.79
ERReplay Buffer Size (K)=5002021.1143.22
GSSReplay Buffer Size (K)=20002021.1144.59
GSSReplay Buffer Size (K)=5002021.1159.18
ERReplay Buffer Size (K)=2002021.1159.3
GSSReplay Buffer Size (K)=2002021.1172.48
GEMReplay Buffer Size (K)=5002021.1178.93
GEMReplay Buffer Size (K)=2002021.1180.36
GEMReplay Buffer Size (K)=20002021.1182.33