HyperAI超神经

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HyperAI超神经

Overlapped 10 1 On Pascal Voc 2012

评估指标

mIoU

评测结果

各个模型在此基准测试上的表现结果

模型名称	mIoU	Paper Title	Repository
LWF	4.8	Learning without Forgetting
MBS	77.19	Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL	59.25	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SATS-M	69.27	SATS: Self-Attention Transfer for Continual Semantic Segmentation
SDR	25.1	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
ILT	5.5	Incremental Learning Techniques for Semantic Segmentation
RCNet-101	34.3	Representation Compensation Networks for Continual Semantic Segmentation
PLOPLong	40.83	Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
SATS	61.6	SATS: Self-Attention Transfer for Continual Semantic Segmentation
PLOP	30.45	PLOP: Learning without Forgetting for Continual Semantic Segmentation
MiB	20.1	Modeling the Background for Incremental Learning in Semantic Segmentation
SSUL+AWT	60.7	Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
SSUL-M	64.12	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning

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