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Disjoint 15 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
RCNet-10154.7Representation Compensation Networks for Continual Semantic Segmentation
ILT7.9Incremental Learning Techniques for Semantic Segmentation
SSUL64.01SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
PLOP46.5PLOP: Learning without Forgetting for Continual Semantic Segmentation
SDR48.7Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations-
LWF5.3Learning without Forgetting
MiB39.9Modeling the Background for Incremental Learning in Semantic Segmentation
MBS78.1Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL-M68.58SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
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