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Disjoint 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 TitleRepository
LWF4.3Learning without Forgetting
SSUL-M53.50SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SDR14.3Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations-
SSUL50.87SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
PLOP8.4PLOP: Learning without Forgetting for Continual Semantic Segmentation
ILT5.4Incremental Learning Techniques for Semantic Segmentation
MiB6.9Modeling the Background for Incremental Learning in Semantic Segmentation
RCNet-10118.2Representation Compensation Networks for Continual Semantic Segmentation
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