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Metrics

mIoU

Results

Performance results of various models on this benchmark

Model Name
mIoU
Paper TitleRepository
MBS42.8Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL-M34.56SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
ILT0.5Incremental Learning Techniques for Semantic Segmentation
MiB25.96PLOP: Learning without Forgetting for Continual Semantic Segmentation
SSUL32.48SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
MiB+AWT31.1Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
RCNet-10129.6Representation Compensation Networks for Continual Semantic Segmentation
PLOP28.75PLOP: Learning without Forgetting for Continual Semantic Segmentation
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