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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3961–3970 of 14763 papers

Title	Date	Tasks	Status	Hype
Instance-wise Depth and Motion Learning from Monocular Videos	Dec 19, 2019	Instance SegmentationMonocular Depth Estimation	CodeCode Available	1
AeroRIT: A New Scene for Hyperspectral Image Analysis	Dec 17, 2019	Hyperspectral image analysisImage Super-Resolution	CodeCode Available	1
PointRend: Image Segmentation as Rendering	Dec 17, 2019	Image SegmentationInstance Segmentation	CodeCode Available	1
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance	Dec 15, 2019	Color ConstancyImage Augmentation	CodeCode Available	1
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation	Dec 11, 2019	Computed Tomography (CT)Decoder	CodeCode Available	1
SOLO: Segmenting Objects by Locations	Dec 10, 2019	ClusteringGeneral Classification	CodeCode Available	1
Large-scale 6D Object Pose Estimation Dataset for Industrial Bin-Picking	Dec 6, 2019	6D Pose Estimation using RGBInstance Segmentation	CodeCode Available	1
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge	Dec 2, 2019	3D Semantic SegmentationSegmentation	CodeCode Available	1
Addressing Failure Detection by Learning Model Confidence	Dec 1, 2019	image-classificationImage Classification	CodeCode Available	1
Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response	Nov 29, 2019	Cell SegmentationCultural Vocal Bursts Intensity Prediction	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