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ResearchFormerly WizWand

Incremental Learning on CIFAR100 20 steps

81.49Final AccuracyResNet18 Joint
33.161245.708158.25570.8019Nov 22, 2021
Updated 8mo ago

Evaluation results

MethodLinks
ResNet18 Joint#P=11.222021.1181.49—
ResNet18 Joint#P=11.222021.1181.49—
Transf. Joint#P=10.722021.1176.12—
Transf. Joint#P=10.722021.1176.12—
DER+2021.1162.5573.98
DER+2021.1162.5573.98
DER w/o P#P=224.552021.1162.4874.09
DER w/o P#P=224.552021.1162.4874.09
DyTox+#P=10.742021.1160.0375.04
DyTox+#P=10.742021.1160.0375.04
DyTox+ distMem#P=10.74, Memory Type=Distributed2021.1157.4371.62
DyTox#P=10.742021.1156.3272.27
DyTox#P=10.742021.1156.3272.27
DyTox distMem#P=10.74, Memory Type=Distributed2021.1151.4768.86
WA#P=11.222021.1147.3167.33
WA#P=11.222021.1147.3167.33
BiC#P=11.222021.1147.0266.48
BiC#P=11.222021.1147.0266.48
iCaRL#P=11.222021.1143.7561.2
iCaRL#P=11.222021.1143.7561.2
UCIR#P=11.222021.1140.6358.17
UCIR#P=11.222021.1140.6358.17
PODNet#P=11.222021.1135.0253.97
PODNet#P=11.222021.1135.0253.97