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Disjoint 15 5 On Pascal Voc 2012

Metrics

Mean IoU

Results

Performance results of various models on this benchmark

Model Name
Mean IoU
Paper TitleRepository
LWF54.9Learning without Forgetting-
SSUL-M69.83SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning-
SDR67.3Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations-
MBS79.0Mitigating Background Shift in Class-Incremental Semantic Segmentation-
RCNet-10167.3Representation Compensation Networks for Continual Semantic Segmentation-
MiB65.9Modeling the Background for Incremental Learning in Semantic Segmentation-
ILT58.9Incremental Learning Techniques for Semantic Segmentation-
PLOP64.3PLOP: Learning without Forgetting for Continual Semantic Segmentation-
SSUL69.10SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning-
0 of 9 row(s) selected.