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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4641–4650 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training	Sep 21, 2023	Contrastive LearningDecoder	CodeCode Available	0	5
Multi-label Cloud Segmentation Using a Deep Network	Mar 15, 2019	Cloud DetectionImage Segmentation	CodeCode Available	0	5
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation	Aug 8, 2023	AllObject Localization	CodeCode Available	0	5
Multi-Level Contextual Network for Biomedical Image Segmentation	Sep 30, 2018	Image SegmentationSegmentation	CodeCode Available	0	5
Deep Co-Training for Semi-Supervised Image Segmentation	Mar 27, 2019	DiversityImage Segmentation	CodeCode Available	0	5
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor Segmentation	Jun 27, 2018	GPUImage Segmentation	CodeCode Available	0	5
Multi Kernel Estimation based Object Segmentation	Oct 22, 2024	ObjectSegmentation	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
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images	Nov 1, 2020	Scene ParsingSemantic Segmentation	CodeCode Available	0	5
Multigrid Neural Architectures	Nov 23, 2016	Image ClassificationSemantic Segmentation	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	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