SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

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Showing 21–30 of 34 papers

TitleStatusHype
Continual Semantic Segmentation with Automatic Memory Sample Selection—0
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay—0
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains—0
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation—0
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception—0
Preparing the Future for Continual Semantic Segmentation—0
RBC: Rectifying the Biased Context in Continual Semantic Segmentation—0
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation—0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
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