OpenCodePapers

overlapped-15-1-on-pascal-voc-2012

Semantic SegmentationClass-Incremental Semantic SegmentationOverlapped 15-1
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodemIoUModelNameReleaseDate
Mitigating Background Shift in Class-Incremental Semantic Segmentation✓ Link80.6MBS2024-07-16
SATS: Self-Attention Transfer for Continual Semantic Segmentation✓ Link76.61SATS-M2022-03-15
SATS: Self-Attention Transfer for Continual Semantic Segmentation✓ Link74.48SATS2022-03-15
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning✓ Link71.37SSUL-M2021-06-22
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning✓ Link67.61SSUL2021-06-22
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation✓ Link67.6SSUL+AWT2022-10-13
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation✓ Link61.21PLOPLong2021-06-29
Representation Compensation Networks for Continual Semantic Segmentation✓ Link59.4RCNet-1012022-03-10
PLOP: Learning without Forgetting for Continual Semantic Segmentation✓ Link54.64PLOP2020-11-23
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations39.5SDR2021-03-10
PLOP: Learning without Forgetting for Continual Semantic Segmentation✓ Link29.29MiB2020-11-23
Incremental Learning Techniques for Semantic Segmentation✓ Link9.2ILT2019-07-31
Learning without Forgetting✓ Link5.5LWF2016-06-29