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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 761–770 of 14763 papers

Title	Date	Tasks	Status	Hype
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance	Jul 13, 2024	3D Semantic SegmentationLanguage Modelling	CodeCode Available	1
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation	Jul 19, 2023	Representation LearningScene Understanding	CodeCode Available	1
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation	Mar 4, 2021	Image SegmentationInductive Bias	CodeCode Available	1
1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation	Nov 26, 2022	Domain AdaptationSemantic Segmentation	CodeCode Available	1
COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features	Oct 14, 2020	COVID-19 DiagnosisCOVID-19 Image Segmentation	CodeCode Available	1
CPGNet: Cascade Point-Grid Fusion Network for Real-Time LiDAR Semantic Segmentation	Apr 21, 2022	Autonomous DrivingLIDAR Semantic Segmentation	CodeCode Available	1
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps	Oct 19, 2023	Earth ObservationSemantic Segmentation	CodeCode Available	1
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
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations	Oct 7, 2021	ClassificationMedical Image Segmentation	CodeCode Available	1
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation	Jul 20, 2022	3D Unsupervised Domain AdaptationAutonomous Driving	CodeCode Available	1

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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	M3I Pre-training (InternImage-H)	Validation mIoU	62.9	—	Unverified
5	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