SOTAVerified

Continual Semantic Segmentation

Continual learning in semantic segmentation.

Papers

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Showing 21–30 of 34 papers

TitleStatusHype
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Continual Semantic Segmentation with Automatic Memory Sample Selection—0
Effects of Architectures on Continual 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
Preparing the Future for Continual Semantic Segmentation—0
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation—0
Learning with Style: Continual Semantic Segmentation Across Tasks and Domains—0
Improving Replay-Based Continual Semantic Segmentation with Smart Data SelectionCode0
Continual Learning for Class- and Domain-Incremental 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