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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4511–4520 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Multi-to-Single Knowledge Distillation for Point Cloud Semantic Segmentation	Apr 28, 2023	Knowledge DistillationSemantic Segmentation	CodeCode Available	0	5
Mutual Query Network for Multi-Modal Product Image Segmentation	Jun 26, 2023	Image SegmentationSegmentation	CodeCode Available	0	5
Deep mineralogical segmentation of thin section images based on QEMSCAN maps	May 22, 2025	Image RegistrationSemantic Segmentation	CodeCode Available	0	5
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems	May 26, 2020	Brain Tumor SegmentationSegmentation	CodeCode Available	0	5
DeepMerge: Deep-Learning-Based Region-Merging for Image Segmentation	May 31, 2023	Deep LearningImage Segmentation	CodeCode Available	0	5
AMMUNet: Multi-Scale Attention Map Merging for Remote Sensing Image Segmentation	Apr 20, 2024	Computational EfficiencyImage Segmentation	CodeCode Available	0	5
Multi-Task Meta Learning: learn how to adapt to unseen tasks	Oct 13, 2022	Depth EstimationEdge Detection	CodeCode Available	0	5
Multi-task Planar Reconstruction with Feature Warping Guidance	Nov 25, 2023	3D ReconstructionInstance Segmentation	CodeCode Available	0	5
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data	May 10, 2024	Domain AdaptationSegmentation	CodeCode Available	0	5
Multi-Task Attention-Based Semi-Supervised Learning for Medical Image Segmentation	Jul 29, 2019	Image SegmentationMedical Image 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	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