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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
MiB29.31PLOP: Learning without Forgetting for Continual Semantic Segmentation
PLOP30.4PLOP: Learning without Forgetting for Continual Semantic Segmentation
RCNet-10132.5Representation Compensation Networks for Continual Semantic Segmentation
SSUL-M29.77SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
MiB+AWT33.5Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
MBS45.4Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL29.56SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
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