HyperAI超神经

Class Incremental Learning On Cifar100

评估指标

10-stage average accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
S&B	68.18	Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
SCR	65.98	Supervised Contrastive Learning
iCaRL	63.24	iCaRL: Incremental Classifier and Representation Learning
LUCIR	56.53	Learning a Unified Classifier Incrementally via Rebalancing
ABD	54.44	Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
EMR	48.66	On Tiny Episodic Memories in Continual Learning
A-GEM	45.76	Efficient Lifelong Learning with A-GEM

0 of 7 row(s) selected.

HyperAI超神经

Class Incremental Learning On Cifar100

评估指标

10-stage average accuracy

评测结果

各个模型在此基准测试上的表现结果

		Paper Title
S&B	68.18	Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
SCR	65.98	Supervised Contrastive Learning
iCaRL	63.24	iCaRL: Incremental Classifier and Representation Learning
LUCIR	56.53	Learning a Unified Classifier Incrementally via Rebalancing
ABD	54.44	Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
EMR	48.66	On Tiny Episodic Memories in Continual Learning
A-GEM	45.76	Efficient Lifelong Learning with A-GEM

0 of 7 row(s) selected.

Class Incremental Learning On Cifar100 | SOTA | HyperAI超神经