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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4231–4240 of 14763 papers

Title	Date	Tasks	Status	Hype
Distance transform regression for spatially-aware deep semantic segmentation	Sep 4, 2019	Distance regressionGeneral Classification	—Unverified	0
Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis	Mar 30, 2017	Instance SegmentationObject	—Unverified	0
An Efficient Algorithm for the Piecewise-Smooth Model with Approximately Explicit Solutions	Dec 8, 2016	Image SegmentationSegmentation	—Unverified	0
Fast Marching Energy CNN	Jun 28, 2023	Image SegmentationSegmentation	—Unverified	0
Distance Map Loss Penalty Term for Semantic Segmentation	Aug 10, 2019	SegmentationSemantic Segmentation	—Unverified	0
Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth Estimation	Mar 19, 2021	Depth EstimationSelf-Supervised Learning	—Unverified	0
DispSegNet: Leveraging Semantics for End-to-End Learning of Disparity Estimation from Stereo Imagery	Sep 13, 2018	Disparity EstimationSegmentation	—Unverified	0
An Efficient 3D CNN for Action/Object Segmentation in Video	Jul 21, 2019	Action SegmentationDecoder	—Unverified	0
Displets: Resolving Stereo Ambiguities Using Object Knowledge	Jun 1, 2015	ObjectSemantic Segmentation	—Unverified	0
Disparity Image Segmentation For ADAS	Jun 27, 2018	Image SegmentationSegmentation	—Unverified	0

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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