HyperAI超神经

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HyperAI超神经

Disjoint 15 5 On Pascal Voc 2012

评估指标

Mean IoU

评测结果

各个模型在此基准测试上的表现结果

模型名称	Mean IoU	Paper Title	Repository
LWF	54.9	Learning without Forgetting
SSUL-M	69.83	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SDR	67.3	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
MBS	79.0	Mitigating Background Shift in Class-Incremental Semantic Segmentation
RCNet-101	67.3	Representation Compensation Networks for Continual Semantic Segmentation
MiB	65.9	Modeling the Background for Incremental Learning in Semantic Segmentation
ILT	58.9	Incremental Learning Techniques for Semantic Segmentation
PLOP	64.3	PLOP: Learning without Forgetting for Continual Semantic Segmentation
SSUL	69.10	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning

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