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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4581–4590 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Multiple Light Source Dataset for Colour Research	Aug 16, 2019	BenchmarkingImage Segmentation	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
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
ShelfNet for Fast Semantic Segmentation	Nov 27, 2018	Autonomous DrivingDecoder	CodeCode Available	0	5
Deep Learning architectures for generalized immunofluorescence based nuclear image segmentation	Jul 30, 2019	Deep LearningImage Segmentation	CodeCode Available	0	5
Deep Learning Architectures for Diagnosis of Diabetic Retinopathy	Mar 31, 2023	Deep LearningImage Segmentation	CodeCode Available	0	5
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
Multi-scale Cascaded Large-Model for Whole-body ROI Segmentation	Nov 23, 2024	Computational EfficiencyGPU	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
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions	Jul 12, 2021	Instance SegmentationSegmentation	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