SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

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Showing 26–34 of 34 papers

TitleStatusHype
SATS: Self-Attention Transfer for Continual Semantic SegmentationCode1
Representation Compensation Networks for Continual Semantic SegmentationCode1
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation—0
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic SegmentationCode1
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental LearningCode1
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations—0
PLOP: Learning without Forgetting for Continual Semantic SegmentationCode1
Unsupervised Model Adaptation for Continual Semantic SegmentationCode0
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All datasetsADE20KPASCAL VOC 2012ScanNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LGKDmIoU37.5—Unverified
2Mask2FormermIoU36.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LGKDmIoU75.7—Unverified
#ModelMetricClaimedVerifiedStatus
1LGKDmIoU55.3—Unverified