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ResearchFormerly WizWand

Offline Task-Incremental Learning on S-TinyImageNet (test)

13.1ForgettingGCR
11.59421.759531.92542.0905Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
GCRReplay Buffer Size (K)=20002021.1113.1
DERReplay Buffer Size (K)=20002021.1115.08
ERReplay Buffer Size (K)=20002021.1118
GCRReplay Buffer Size (K)=5002021.1127.88
DERReplay Buffer Size (K)=5002021.1128.21
iCARLReplay Buffer Size (K)=20002021.1130.45
ERReplay Buffer Size (K)=5002021.1130.73
GSSReplay Buffer Size (K)=20002021.1138.05
iCARLReplay Buffer Size (K)=5002021.1139.44
GCRReplay Buffer Size (K)=2002021.1140.36
DERReplay Buffer Size (K)=2002021.1140.43
ERReplay Buffer Size (K)=2002021.1140.47
iCARLReplay Buffer Size (K)=2002021.1142.47
GSSReplay Buffer Size (K)=5002021.1145.59
GSSReplay Buffer Size (K)=2002021.1150.75