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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4181–4190 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task	Jul 6, 2017	3D Medical Imaging SegmentationImage Segmentation	CodeCode Available	0	5
Online Normalization for Training Neural Networks	May 15, 2019	General Classificationimage-classification	CodeCode Available	0	5
On Image segmentation using Fractional Gradients-Learning Model Parameters using Approximate Marginal Inference	May 7, 2016	Edge DetectionGeneral Classification	CodeCode Available	0	5
On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice	Jun 13, 2022	Image SegmentationMedical Image Segmentation	CodeCode Available	0	5
Adaptive Masked Proxies for Few-Shot Segmentation	Feb 19, 2019	Continual LearningFew-Shot Semantic Segmentation	CodeCode Available	0	5
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations	Jan 2, 2024	Domain AdaptationImage Segmentation	CodeCode Available	0	5
Online pseudo labeling for polyp segmentation with momentum networks	Sep 29, 2022	Semantic Segmentation	CodeCode Available	0	5
One Shot Model For COVID-19 Classification and Lesions Segmentation In Chest CT Scans Using LSTM With Attention Mechanism	Feb 19, 2021	Instance SegmentationSegmentation	CodeCode Available	0	5
Borrowing from yourself: Faster future video segmentation with partial channel update	Feb 11, 2022	Future predictionSemantic Segmentation	CodeCode Available	0	5
One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks	Mar 19, 2025	DecoderSegmentation	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