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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3601–3610 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Learning to Upsample by Learning to Sample	Aug 29, 2023	Depth EstimationFeature Upsampling	CodeCode Available	1	5
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs	Dec 1, 2022	Contrastive LearningOpen Vocabulary Semantic Segmentation	CodeCode Available	1	5
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds	Apr 3, 2023	3D Semantic SegmentationAutonomous Driving	CodeCode Available	1	5
Deep Multimodal Fusion by Channel Exchanging	Nov 10, 2020	Image-to-Image TranslationSemantic Segmentation	CodeCode Available	1	5
Learning Topological Interactions for Multi-Class Medical Image Segmentation	Jul 20, 2022	Image SegmentationMedical Image Segmentation	CodeCode Available	1	5
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling	Sep 19, 2021	DenoisingDomain Adaptation	CodeCode Available	1	5
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation	May 17, 2025	Image SegmentationMamba	CodeCode Available	1	5
Sparse Layered Graphs for Multi-Object Segmentation	Jun 1, 2020	ObjectSegmentation	CodeCode Available	1	5
Learning to Segment from Noisy Annotations: A Spatial Correction Approach	Jul 21, 2023	Image SegmentationMedical Image Segmentation	CodeCode Available	1	5
Depth-aware Test-Time Training for Zero-shot Video Object Segmentation	Mar 7, 2024	Depth EstimationDepth Prediction	CodeCode Available	1	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