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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4601–4610 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
ShelfNet for Fast Semantic Segmentation	Nov 27, 2018	Autonomous DrivingDecoder	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
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation	Feb 8, 2023	Image SegmentationMedical Image Segmentation	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
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	0	5
Weakly Supervised Clustering by Exploiting Unique Class Count	Jun 18, 2019	ClusteringMultiple Instance Learning	CodeCode Available	0	5
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation	Jul 3, 2017	Brain Tumor SegmentationImage Segmentation	CodeCode Available	0	5
Deep Ice Layer Tracking and Thickness Estimation using Fully Convolutional Networks	Sep 1, 2020	Semantic Segmentation	CodeCode Available	0	5
Multi-modality Anomaly Segmentation on the Road	Mar 22, 2025	Anomaly SegmentationAutonomous Driving	CodeCode Available	0	5
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation	Jul 14, 2020	ClusteringInstance 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