Continual Learning On F Celeba 10 Tasks

Acc

Résultats

Résultats de performance de divers modèles sur ce benchmark

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

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