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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4311–4320 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation	Apr 3, 2019	Real-Time Semantic SegmentationSegmentation	CodeCode Available	0	5
Object Detection from Video Tubelets with Convolutional Neural Networks	Apr 14, 2016	image-classificationImage Classification	CodeCode Available	0	5
Object detection via a multi-region & semantic segmentation-aware CNN model	May 7, 2015	Objectobject-detection	CodeCode Available	0	5
Object Instance Annotation With Deep Extreme Level Set Evolution	Jun 1, 2019	ObjectSegmentation	CodeCode Available	0	5
Analysis of Information Flow Through U-Nets	Jan 21, 2021	Image SegmentationSemantic Segmentation	CodeCode Available	0	5
Devil in the Details: Towards Accurate Single and Multiple Human Parsing	Sep 17, 2018	Human ParsingPerson Re-Identification	CodeCode Available	0	5
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey	May 2, 2024	image-classificationImage Classification	CodeCode Available	0	5
Analysis of Hand Segmentation in the Wild	Mar 8, 2018	Action RecognitionActivity Recognition	CodeCode Available	0	5
AdaptIS: Adaptive Instance Selection Network	Sep 17, 2019	Instance SegmentationPanoptic Segmentation	CodeCode Available	0	5
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing	Jun 17, 2022	Image ReconstructionImage-to-Image Translation	CodeCode Available	0	5

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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