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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1331–1340 of 14763 papers

Title	Date	Tasks	Status	Hype
DATA: Domain-Aware and Task-Aware Self-supervised Learning	Mar 17, 2022	image-classificationImage Classification	CodeCode Available	1
Unified Domain Adaptive Semantic Segmentation	Nov 22, 2023	Data AugmentationOptical Flow Estimation	CodeCode Available	1
A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery	Apr 2, 2021	Decision MakingSemantic Segmentation	CodeCode Available	1
Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding	Oct 6, 2022	3D Object ClassificationContrastive Learning	CodeCode Available	1
Data Efficient 3D Learner via Knowledge Transferred from 2D Model	Mar 16, 2022	Pseudo LabelSegmentation	CodeCode Available	1
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation	Nov 29, 2021	Domain AdaptationImage-to-Image Translation	CodeCode Available	1
A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning	May 2, 2025	Crop Yield PredictionDomain Adaptation	CodeCode Available	1
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching	Apr 17, 2024	Earth Observationgeo-localization	CodeCode Available	1
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning	Apr 2, 2022	Crop ClassificationSemantic Segmentation	CodeCode Available	1
DACS: Domain Adaptation via Cross-domain Mixed Sampling	Jul 17, 2020	Domain AdaptationSemantic Segmentation	CodeCode Available	1

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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