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Class Incremental Learning On Cifar100

Metrics

10-stage average accuracy

Results

Performance results of various models on this benchmark

Paper TitleRepository
S&B68.18Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network
SCR65.98Supervised Contrastive Learning
iCaRL63.24iCaRL: Incremental Classifier and Representation Learning
LUCIR56.53Learning a Unified Classifier Incrementally via Rebalancing-
ABD54.44Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
EMR48.66On Tiny Episodic Memories in Continual Learning
A-GEM45.76Efficient Lifelong Learning with A-GEM
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Class Incremental Learning On Cifar100 | SOTA | HyperAI