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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4561–4570 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture	Sep 24, 2019	GPUImage Segmentation	CodeCode Available	0	5
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation	Mar 3, 2015	Image SegmentationObject	CodeCode Available	0	5
Multi-Scale Context Aggregation by Dilated Convolutions	Nov 23, 2015	General Classificationimage-classification	CodeCode Available	0	5
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation	Sep 14, 2024	SegmentationSemantic Segmentation	CodeCode Available	0	5
Multi-sensor cloud and cloud shadow segmentation with a convolutional neural network	Sep 1, 2019	CPUGPU	CodeCode Available	0	5
Multi-style conversion for semantic segmentation of lesions in fundus images by adversarial attacks	Oct 17, 2024	SegmentationSemantic Segmentation	CodeCode Available	0	5
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters	Dec 1, 2022	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Deep Learning-Based Semantic Segmentation of Microscale Objects	Jul 3, 2019	Deep LearningSegmentation	CodeCode Available	0	5
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation	Feb 11, 2019	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Deep Learning Based Segmentation of Various Brain Lesions for Radiosurgery	Jul 22, 2020	Deep LearningSegmentation	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