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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2821–2830 of 14763 papers

Title	Date	Tasks	Status	Hype
A survey of loss functions for semantic segmentation	Jun 26, 2020	Image SegmentationSegmentation	CodeCode Available	1
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation	Jan 1, 2021	Semantic SegmentationUnsupervised Video Object Segmentation	CodeCode Available	1
CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models	May 29, 2023	DenoisingObject	CodeCode Available	1
ACLNet: An Attention and Clustering-based Cloud Segmentation Network	Jul 13, 2022	ClusteringSegmentation	CodeCode Available	1
Learning Object Depth from Camera Motion and Video Object Segmentation	Jul 11, 2020	ObjectSegmentation	CodeCode Available	1
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations	Feb 8, 2022	Semantic Segmentation	CodeCode Available	1
Dual Path Learning for Domain Adaptation of Semantic Segmentation	Aug 13, 2021	Domain AdaptationImage-to-Image Translation	CodeCode Available	1
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation	Mar 28, 2018	SegmentationSemantic Segmentation	CodeCode Available	1
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation	Jul 30, 2020	ClusteringInstance Segmentation	CodeCode Available	1
Contextual Diversity for Active Learning	Aug 13, 2020	Active LearningDiversity	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