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Semantic Segmentation

Papers

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Showing 811–820 of 14763 papers

Title	Date	Tasks	Status	Hype
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation	Feb 8, 2023	Image SegmentationMedical Image Analysis	CodeCode Available	1
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation	Oct 8, 2023	Data AugmentationImage Segmentation	CodeCode Available	1
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention	Jul 31, 2021	image-classificationImage Classification	CodeCode Available	1
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation	Aug 17, 2021	DiversityImage Segmentation	CodeCode Available	1
Cross-Domain Ensemble Distillation for Domain Generalization	Nov 25, 2022	Domain Generalizationimage-classification	CodeCode Available	1
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps	Oct 19, 2023	Earth ObservationSemantic Segmentation	CodeCode Available	1
Cross-Domain Few-Shot Semantic Segmentation	Mar 24, 2022	Cross-Domain Few-ShotFew-Shot Semantic Segmentation	CodeCode Available	1
1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation	Dec 27, 2022	ObjectReferring Video Object Segmentation	CodeCode Available	1
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation	Mar 15, 2021	Domain AdaptationImage Segmentation	CodeCode Available	1
Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation	Feb 20, 2021	Data AugmentationImage Segmentation	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