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ResearchFormerly WizWand

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

31.06Forgetting RateiCARL
29.241241.518153.79566.0719Nov 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
iCARLReplay Buffer Size (K)=2002021.1131.06
GCRReplay Buffer Size (K)=20002021.1132.45
iCARLReplay Buffer Size (K)=5002021.1137.3
DERReplay Buffer Size (K)=20002021.1139.83
iCARLReplay Buffer Size (K)=20002021.1139.88
GCRReplay Buffer Size (K)=5002021.1156.4
DERReplay Buffer Size (K)=5002021.1159.95
DERReplay Buffer Size (K)=2002021.1164.83
GCRReplay Buffer Size (K)=2002021.1165.29
ERReplay Buffer Size (K)=20002021.1165.58
GSSReplay Buffer Size (K)=20002021.1172.49
ERReplay Buffer Size (K)=5002021.1175.21
GSSReplay Buffer Size (K)=5002021.1175.3
GSSReplay Buffer Size (K)=2002021.1176.47
ERReplay Buffer Size (K)=2002021.1176.53