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Overlapped 15-1
Overlapped 15 1 On Pascal Voc 2012
Overlapped 15 1 On Pascal Voc 2012
Metrics
mIoU
Results
Performance results of various models on this benchmark
Columns
Model Name
mIoU
Paper Title
MBS
80.6
Mitigating Background Shift in Class-Incremental Semantic Segmentation
SATS-M
76.61
SATS: Self-Attention Transfer for Continual Semantic Segmentation
SATS
74.48
SATS: Self-Attention Transfer for Continual Semantic Segmentation
SSUL-M
71.37
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SSUL
67.61
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning
SSUL+AWT
67.6
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation
PLOPLong
61.21
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation
RCNet-101
59.4
Representation Compensation Networks for Continual Semantic Segmentation
PLOP
54.64
PLOP: Learning without Forgetting for Continual Semantic Segmentation
SDR
39.5
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations
MiB
29.29
PLOP: Learning without Forgetting for Continual Semantic Segmentation
ILT
9.2
Incremental Learning Techniques for Semantic Segmentation
LWF
5.5
Learning without Forgetting
0 of 13 row(s) selected.
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