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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3981–3990 of 14763 papers

Title	Date	Tasks	Status	Hype
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging	Oct 24, 2019	Deep LearningEEG	CodeCode Available	1
MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences	Oct 21, 2019	Action RecognitionDeep Learning	CodeCode Available	1
SpatialFlow: Bridging All Tasks for Panoptic Segmentation	Oct 19, 2019	AllInstance Segmentation	CodeCode Available	1
Deformable Kernel Networks for Joint Image Filtering	Oct 17, 2019	Depth Map Super-ResolutionImage Restoration	CodeCode Available	1
Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods	Oct 9, 2019	Semantic Segmentation	CodeCode Available	1
Addressing Failure Prediction by Learning Model Confidence	Oct 1, 2019	image-classificationImage Classification	CodeCode Available	1
PolarMask: Single Shot Instance Segmentation with Polar Representation	Sep 29, 2019	Distance regressionInstance Segmentation	CodeCode Available	1
MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution	Sep 27, 2019	GPUInstance Segmentation	CodeCode Available	1
SalsaNet: Fast Road and Vehicle Segmentation in LiDAR Point Clouds for Autonomous Driving	Sep 18, 2019	3D Semantic SegmentationAutonomous Driving	CodeCode Available	1
Global Aggregation then Local Distribution in Fully Convolutional Networks	Sep 16, 2019	Instance Segmentationobject-detection	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