SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 34 papers

TitleStatusHype
Strike a Balance in Continual Panoptic SegmentationCode1
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic SegmentationCode1
Effects of Architectures on Continual Semantic Segmentation—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding—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
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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