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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 501–510 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding	Apr 3, 2023	Contrastive LearningInstance Segmentation	CodeCode Available	2	5
Region Rebalance for Long-Tailed Semantic Segmentation	Apr 5, 2022	SegmentationSemantic Segmentation	CodeCode Available	2	5
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence	May 24, 2023	Dense Pixel Correspondence EstimationRepresentation Learning	CodeCode Available	2	5
ASAM: Boosting Segment Anything Model with Adversarial Tuning	May 1, 2024	Image Segmentationmodel	CodeCode Available	2	5
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation	May 6, 2025	Boundary DetectionDecoder	CodeCode Available	2	5
Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather	Jul 2, 2024	Data AugmentationLIDAR Semantic Segmentation	CodeCode Available	2	5
Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model	Aug 8, 2022	Aerial Scene ClassificationFew-Shot Learning	CodeCode Available	2	5
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts	Jan 1, 2024	Image SegmentationInteractive Segmentation	CodeCode Available	2	5
Rethinking Semantic Segmentation: A Prototype View	Mar 28, 2022	SegmentationSemantic Segmentation	CodeCode Available	2	5
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions	Sep 21, 2022	Data AugmentationDomain Adaptation	CodeCode Available	2	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