Continual Learning On F Celeba 10 Tasks

Acc

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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