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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

Paper TitleRepository
MBS45.7Mitigating Background Shift in Class-Incremental Semantic Segmentation
MiB+AWT35.6Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
RCNet-10134.5Representation Compensation Networks for Continual Semantic Segmentation
SSUL-M34.37SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SSUL33.58SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
PLOP32.94PLOP: Learning without Forgetting for Continual Semantic Segmentation
MiB32.79PLOP: Learning without Forgetting for Continual Semantic Segmentation
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Overlapped 100 50 On Ade20K | SOTA | HyperAI超神经