SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

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Showing 11–20 of 34 papers

TitleStatusHype
Strike a Balance in Continual Panoptic SegmentationCode1
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic SegmentationCode1
ConSept: Continual Semantic Segmentation via Adapter-based Vision TransformerCode0
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic SurgeryCode0
Unsupervised Model Adaptation for Continual Semantic SegmentationCode0
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic SegmentationCode0
BACS: Background Aware Continual Semantic SegmentationCode0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception—0
Preparing the Future for Continual Semantic Segmentation—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