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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 781–790 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation	Jan 8, 2022	Brain SegmentationDomain Adaptation	CodeCode Available	1	5
Bidirectional Projection Network for Cross Dimension Scene Understanding	Mar 26, 2021	2D Semantic Segmentation3D Semantic Segmentation	CodeCode Available	1	5
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation	Mar 16, 2022	HippocampusImage Segmentation	CodeCode Available	1	5
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation	Apr 16, 2022	Domain AdaptationPseudo Label	CodeCode Available	1	5
Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image Segmentation	Oct 11, 2024	BenchmarkingImage Segmentation	CodeCode Available	1	5
Bidirectional Learning for Domain Adaptation of Semantic Segmentation	Apr 24, 2019	Domain AdaptationImage Segmentation	CodeCode Available	1	5
3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation	Sep 4, 2019	image-classificationImage Classification	CodeCode Available	1	5
Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation	May 22, 2020	GPUReal-Time Semantic Segmentation	CodeCode Available	1	5
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track	Oct 23, 2022	SegmentationSemantic Segmentation	CodeCode Available	1	5
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation	Jul 17, 2020	Object DetectionSegmentation	CodeCode Available	1	5

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All datasets ADE20K NYU-Depth V2 Cityscapes test Cityscapes val ADE20K val PASCAL Context S3DIS Area5 PASCAL VOC 2012 test S3DIS ScanNet SUN-RGBD DensePASS

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	InternImage-H (M3I Pre-training)	Params (M)	1,310	—	Unverified
2	ViT-P (InternImage-H)	Validation mIoU	63.6	—	Unverified
3	ONE-PEACE	Validation mIoU	63	—	Unverified
4	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
6	BEiT-3	Validation mIoU	62.8	—	Unverified
7	EVA	Validation mIoU	62.3	—	Unverified
8	ViT-P (OneFormer, InternImage-H)	Validation mIoU	61.6	—	Unverified
9	ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)	Validation mIoU	61.5	—	Unverified
10	FD-SwinV2-G	Validation mIoU	61.4	—	Unverified