SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

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Showing 11–20 of 34 papers

TitleStatusHype
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental LearningCode1
PLOP: Learning without Forgetting for Continual Semantic SegmentationCode1
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationCode0
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
BACS: Background Aware Continual Semantic SegmentationCode0
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic SurgeryCode0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding—0
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay—0
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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