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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3931–3940 of 14763 papers

Title	Date	Tasks	Status	Hype
Universal Semantic Segmentation for Fisheye Urban Driving Images	Jan 31, 2020	Autonomous DrivingImage Segmentation	CodeCode Available	1
A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks	Jan 31, 2020	Semantic Segmentation	CodeCode Available	1
Post-Training Piecewise Linear Quantization for Deep Neural Networks	Jan 31, 2020	image-classificationImage Classification	CodeCode Available	1
Fast Video Object Segmentation using the Global Context Module	Jan 30, 2020	ObjectSegmentation	CodeCode Available	1
Depth Based Semantic Scene Completion with Position Importance Aware Loss	Jan 29, 2020	3D Semantic SegmentationPosition	CodeCode Available	1
OPFython: A Python-Inspired Optimum-Path Forest Classifier	Jan 28, 2020	DiversityGeneral Classification	CodeCode Available	1
Medical Image Segmentation via Unsupervised Convolutional Neural Network	Jan 28, 2020	Image SegmentationMedical Image Segmentation	CodeCode Available	1
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation	Jan 24, 2020	Image SegmentationLesion Segmentation	CodeCode Available	1
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor	Jan 24, 2020	SegmentationSemantic Segmentation	CodeCode Available	1
PatchPerPix for Instance Segmentation	Jan 21, 2020	Instance SegmentationSegmentation	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