SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 21–30 of 34 papers

TitleStatusHype
RBC: Rectifying the Biased Context in Continual Semantic Segmentation—0
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation—0
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation—0
Continual Learning for Class- and Domain-Incremental Semantic Segmentation—0
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations—0
Effects of Architectures on Continual Semantic Segmentation—0
Continual Semantic Segmentation with Automatic Memory Sample Selection—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—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