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Semantic Segmentation

Papers

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Showing 1151–1160 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models	Dec 7, 2021	Image SegmentationSelf-Supervised Learning	CodeCode Available	1	5
A hierarchical semantic segmentation framework for computer vision-based bridge damage detection	Jul 18, 2022	Image SegmentationSemantic Segmentation	CodeCode Available	1	5
Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data	Jul 21, 2021	Few-Shot LearningImage Segmentation	CodeCode Available	1	5
Conformer: Local Features Coupling Global Representations for Visual Recognition	May 9, 2021	Image ClassificationInstance Segmentation	CodeCode Available	1	5
3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers	Mar 21, 2023	DecoderInstance Segmentation	CodeCode Available	1	5
Detect Any Shadow: Segment Anything for Video Shadow Detection	May 26, 2023	Image SegmentationSemantic Segmentation	CodeCode Available	1	5
Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19	Oct 26, 2020	COVID-19 DiagnosisCOVID-19 Image Segmentation	CodeCode Available	1	5
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation	Jan 3, 2022	DecoderImage Segmentation	CodeCode Available	1	5
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing	Mar 8, 2021	Human ParsingMulti-Person Pose Estimation	CodeCode Available	1	5
Directional Connectivity-based Segmentation of Medical Images	Mar 31, 2023	DisentanglementImage Segmentation	CodeCode Available	1	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	InternImage-H	Validation mIoU	62.9	—	Unverified
5	M3I Pre-training (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