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ResearchFormerly WizWand

Offline Task-Incremental Learning on S-CIFAR-100 (test)

5.75ForgettingGCR
4.53212.753520.97529.1965Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRReplay Buffer Size (K)=20002021.115.75
DERReplay Buffer Size (K)=20002021.117.37
ERReplay Buffer Size (K)=20002021.118.03
GEMReplay Buffer Size (K)=20002021.119.5
GCRReplay Buffer Size (K)=5002021.1115.07
iCARLReplay Buffer Size (K)=20002021.1116.99
ERReplay Buffer Size (K)=5002021.1117.37
GSSReplay Buffer Size (K)=20002021.1118.98
GEMReplay Buffer Size (K)=5002021.1120.44
GCRReplay Buffer Size (K)=2002021.1124.12
DERReplay Buffer Size (K)=2002021.1125.98
DERReplay Buffer Size (K)=5002021.1125.98
GSSReplay Buffer Size (K)=5002021.1126.57
ERReplay Buffer Size (K)=2002021.1127.38
iCARLReplay Buffer Size (K)=5002021.1127.9
GEMReplay Buffer Size (K)=2002021.1129.59
GSSReplay Buffer Size (K)=2002021.1132.81
iCARLReplay Buffer Size (K)=2002021.1136.2