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ResearchFormerly WizWand

Incremental Task Learning on split-CIFAR100 (test)

81.82Retained AccuracyBCL
13.190431.007748.82566.6423Sep 28, 2021
Updated 8mo ago

Evaluation results

MethodLinks
BCLGame Theory=With Game2021.0981.82
Naive rehearsal-Cconstraint=with constraint2021.0978.41
Naive rehearsal2021.0970.2
BCLGame Theory=With Game2021.0969.27
BCLGame Theory=Without Game2021.0969.17
SI2021.0964.81
MAS2021.0964.77
Online EWC2021.0963.22
EWC2021.0961.11
BCLGame Theory=Without Game2021.0952.82
L22021.0951.73
Naive rehearsal-Cconstraint=with constraint2021.0951.28
SGD2021.0943.77
Adagrad2021.0936.27
Naive rehearsal2021.0934.33
Adam2021.0930.53
EWC2021.0919.7
SI2021.0917.26
Adam2021.0917.2
SGD2021.0917.18
Online EWC2021.0917.16
L22021.0917.12
MAS2021.0917.07
Adagrad2021.0915.83