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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3891–3900 of 14763 papers

Title	Date	Tasks	Status	Hype
Dense Dilated Convolutions Merging Network for Land Cover Classification	Mar 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Motion-Attentive Transition for Zero-Shot Video Object Segmentation	Mar 9, 2020	DecoderObject	CodeCode Available	1
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?	Mar 9, 2020	Image SegmentationLesion Segmentation	CodeCode Available	1
FusionLane: Multi-Sensor Fusion for Lane Marking Semantic Segmentation Using Deep Neural Networks	Mar 9, 2020	PositionSegmentation	CodeCode Available	1
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation	Mar 8, 2020	Domain AdaptationPrediction	CodeCode Available	1
SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving	Mar 7, 2020	3D Semantic SegmentationAutonomous Driving	CodeCode Available	1
A Learning Strategy for Contrast-agnostic MRI Segmentation	Mar 4, 2020	Brain SegmentationMRI segmentation	CodeCode Available	1
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks	Mar 2, 2020	Graph Neural NetworkSegmentation	CodeCode Available	1
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation	Mar 2, 2020	DiversityDomain Adaptation	CodeCode Available	1
PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling	Mar 1, 2020	3D Point Cloud ClassificationSemantic Segmentation	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