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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2001–2010 of 14763 papers

Title	Date	Tasks	Status	Hype
Learning Statistical Texture for Semantic Segmentation	Mar 6, 2021	QuantizationSegmentation	CodeCode Available	1
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation	Mar 2, 2020	DiversityDomain Adaptation	CodeCode Available	1
Boosting Semantic Human Matting with Coarse Annotations	Apr 10, 2020	Image MattingSemantic Segmentation	CodeCode Available	1
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery	Jun 23, 2024	Instance SegmentationSegmentation	CodeCode Available	1
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs	Dec 1, 2022	Contrastive LearningOpen Vocabulary Semantic Segmentation	CodeCode Available	1
Learning to Learn Better for Video Object Segmentation	Dec 5, 2022	Inductive LearningObject	CodeCode Available	1
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization	Mar 8, 2021	DecoderImage Segmentation	CodeCode Available	1
Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks	Feb 2, 2021	SegmentationSemantic Segmentation	CodeCode Available	1
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations	Oct 26, 2022	Contrastive LearningSemantic Segmentation	CodeCode Available	1
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning	May 12, 2021	Landmark TrackingPose Tracking	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