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ResearchFormerly WizWand

Incremental Task Learning (ITL) on permuted-MNIST (test)

97.61Retained AccuracyBCL
9.428432.321755.21578.1083Sep 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BCLgame_theoretic_refinement=true2021.0997.61
BCLgame_theoretic_refinement=true2021.0997.41
RtF2021.0997.31
Naive rehearsal-C2021.0997.24
MER2021.0997.15
Naive rehearsal-C2021.0997.13
GEM2021.0996.72
Naive rehearsal2021.0996.25
Naive rehearsal2021.0996.23
RtF2021.0996.23
BCLgame_theoretic_refinement=false2021.0996.16
BCLgame_theoretic_refinement=false2021.0995.96
GEM2021.0995.44
EWC2021.0995.38
Online EWC2021.0995.15
L22021.0994.87
MAS2021.0994.74
SI2021.0994.35
Adam2021.0993.42
DGR2021.0992.52
Adagrad2021.0992.45
DGR2021.0992.19
MER2021.0991.71
SGD2021.0990.95
SI2021.0958.52
MAS2021.0950.81
Online EWC2021.0942.58
Adagrad2021.0929.09
EWC2021.0926.32
Adam2021.0914.02
L22021.0913.92
SGD2021.0912.82