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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4661–4670 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Multi-Level Contextual Network for Biomedical Image Segmentation	Sep 30, 2018	Image SegmentationSegmentation	CodeCode Available	0	5
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation Network	Feb 3, 2024	Autonomous NavigationReal-Time Semantic Segmentation	CodeCode Available	0	5
Multi-label Cloud Segmentation Using a Deep Network	Mar 15, 2019	Cloud DetectionImage Segmentation	CodeCode Available	0	5
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging	Jul 23, 2024	image-classificationImage Classification	CodeCode Available	0	5
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training	Sep 21, 2023	Contrastive LearningDecoder	CodeCode Available	0	5
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound	Jul 3, 2019	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Multigrid Predictive Filter Flow for Unsupervised Learning on Videos	Apr 2, 2019	Optical Flow EstimationPose Tracking	CodeCode Available	0	5
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation	Apr 17, 2019	Data AugmentationImage Registration	CodeCode Available	0	5
Multigrid Neural Architectures	Nov 23, 2016	Image ClassificationSemantic Segmentation	CodeCode Available	0	5
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation	May 9, 2023	DenoisingImage Generation	CodeCode Available	0	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	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