Continual Learning On F Celeba 10 Tasks

Acc

Results

Performance results of various models on this benchmark

		Paper Title	Repository
CAT (CNN backbone)	0.7564	Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
CAT (MLP backbone)	0.6909	Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
EWC	0.6545	Overcoming catastrophic forgetting in neural networks
HyperNet	0.6036	Continual learning with hypernetworks
PathNet	0.5764	PathNet: Evolution Channels Gradient Descent in Super Neural Networks
HAT	0.5673	Overcoming catastrophic forgetting with hard attention to the task
RPSNet	0.5545	Random Path Selection for Continual Learning	-

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