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ResearchFormerly WizWand

Incremental Domain Learning (IDL) on split-MNIST (test)

98.71Retained AccuracyBCL
52.991664.860876.7388.5992Sep 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BCLgame_theoretic_refinement=true2021.0998.71
GEM2021.0997.37
RtF2021.0997.31
Naive rehearsal-C2021.0997.13
BCLgame_theoretic_refinement=false2021.0996.43
DGR2021.0995.74
Naive rehearsal2021.0994.85
MER2021.0992.16
L22021.0966.84
SI2021.0964.63
SGD2021.0962.8
MAS2021.0961.98
Online EWC2021.0958.25
Adagrad2021.0957.59
EWC2021.0957.31
Adam2021.0954.75