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ResearchFormerly WizWand

Incremental Task Learning on split-MNIST (test)

99.66Retained AccuracyRtF
16.14837.82959.5181.191Sep 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
RtF2021.0999.66
BCLgame_theoretic_refinement=true2021.0999.52
DGR2021.0999.47
Naive rehearsal-C2021.0999.41
Naive rehearsal2021.0999.32
SI2021.0999.1
Online EWC2021.0999.01
MAS2021.0998.88
Adagrad2021.0998.37
GEM2021.0998.32
BCLgame_theoretic_refinement=false2021.0997.73
SGD2021.0997.65
L22021.0997.62
BCLgame_theoretic_refinement=true2021.0997.32
MER2021.0997.12
EWC2021.0996.59
Adam2021.0995.52
Naive rehearsal-C2021.0994.92
MER2021.0993.2
GEM2021.0993.04
RtF2021.0992.56
BCLgame_theoretic_refinement=false2021.0991.88
DGR2021.0991.24
Naive rehearsal2021.0990.88
L22021.0922.92
Adam2021.0919.72
EWC2021.0919.7
MAS2021.0919.7
Online EWC2021.0919.68
SI2021.0919.67
Adagrad2021.0919.59
SGD2021.0919.36