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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4031–4040 of 14763 papers

Title	Date	Tasks	Status	Hype
Image Recoloring Based on Object Color Distributions	May 6, 2019	ObjectSegmentation	CodeCode Available	1
Semantic Segmentation of Video Sequences with Convolutional LSTMs	May 3, 2019	DecoderImage Segmentation	CodeCode Available	1
Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception	May 1, 2019	3D Object DetectionAutonomous Driving	CodeCode Available	1
Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning	Apr 26, 2019	SegmentationSemantic Segmentation	CodeCode Available	1
Bidirectional Learning for Domain Adaptation of Semantic Segmentation	Apr 24, 2019	Domain AdaptationImage Segmentation	CodeCode Available	1
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection	Apr 22, 2019	GPUobject-detection	CodeCode Available	1
KPConv: Flexible and Deformable Convolution for Point Clouds	Apr 18, 2019	3D Part Segmentation3D Point Cloud Classification	CodeCode Available	1
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations	Apr 10, 2019	image-classificationImage Classification	CodeCode Available	1
High-Resolution Representations for Labeling Pixels and Regions	Apr 9, 2019	Face AlignmentFacial Landmark Detection	CodeCode Available	1
Mumford-Shah Loss Functional for Image Segmentation with Deep Learning	Apr 5, 2019	Deep LearningImage 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