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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4591–4600 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
A simple thinking about the application of the attention mechanism in medical ultrasound image segmentation task	Oct 2, 2023	Image SegmentationSemantic Segmentation	CodeCode Available	0	5
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical Information	Sep 18, 2024	Brain Tumor SegmentationDecoder	CodeCode Available	0	5
Multiple Light Source Dataset for Colour Research	Aug 16, 2019	BenchmarkingImage Segmentation	CodeCode Available	0	5
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions	Jul 12, 2021	Instance SegmentationSegmentation	CodeCode Available	0	5
Deep Learning and Its Applications to Machine Health Monitoring: A Survey	Dec 16, 2016	Deep LearningImage Segmentation	CodeCode Available	0	5
Deep Leaf Segmentation Using Synthetic Data	Jul 28, 2018	Instance SegmentationSegmentation	CodeCode Available	0	5
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation	Feb 8, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation	Dec 27, 2023	3D Semantic SegmentationPoint Cloud Segmentation	CodeCode Available	0	5
Multi-modality Anomaly Segmentation on the Road	Mar 22, 2025	Anomaly SegmentationAutonomous Driving	CodeCode Available	0	5
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation	May 9, 2020	DenoisingImage Segmentation	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	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