Continual Learning on ImageNet-50 (5 tasks)

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Augmentations	Paper	Date↕	Code
1	RMN	68.1	No	Understanding Catastrophic Forgetting and Rememb...	2021-02-22	Code
2	CondConvContinual	61.32	No	-	-	Code
3	CCGN	35.24	No	Conditional Channel Gated Networks for Task-Awar...	2020-03-31	Code
4	DGMw	17.82	No	Learning to Remember: A Synaptic Plasticity Driv...	2019-04-05	Code
5	DGMa	15.16	No	Learning to Remember: A Synaptic Plasticity Driv...	2019-04-05	Code

#1RMNSOTA
68.1
Accuracy· 2021-02-22
Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping Code
#2CondConvContinual
61.32
Accuracy
No paperCode
#3CCGNSOTA
35.24
Accuracy· 2020-03-31
Conditional Channel Gated Networks for Task-Aware Continual Learning Code
#4DGMwSOTA
17.82
Accuracy· 2019-04-05
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning Code
#5DGMa
15.16
Accuracy· 2019-04-05
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning Code