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SOTA
Overlapped 100 5
Overlapped 100 5 On Ade20K
Overlapped 100 5 On Ade20K
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
Columns
模型名称
mIoU
Paper Title
Repository
MBS
42.8
Mitigating Background Shift in Class-Incremental Semantic Segmentation
SSUL-M
34.56
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
ILT
0.5
Incremental Learning Techniques for Semantic Segmentation
MiB
25.96
PLOP: Learning without Forgetting for Continual Semantic Segmentation
SSUL
32.48
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
MiB+AWT
31.1
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
RCNet-101
29.6
Representation Compensation Networks for Continual Semantic Segmentation
PLOP
28.75
PLOP: Learning without Forgetting for Continual Semantic Segmentation
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