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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4341–4350 of 14763 papers

Title	Date	Tasks	Status	Hype	Score
Detecting Adversarial Perturbations in Multi-Task Perception	Mar 2, 2022	Adversarial AttackDepth Estimation	CodeCode Available	0	5
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths	Jun 20, 2023	image-classificationImage Classification	CodeCode Available	0	5
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic Segmentation	Mar 21, 2020	SegmentationSemantic Segmentation	CodeCode Available	0	5
Detect Changes like Humans: Incorporating Semantic Priors for Improved Change Detection	Dec 22, 2024	Change DetectionSemantic Segmentation	CodeCode Available	0	5
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World Models	Jul 5, 2025	Autonomous DrivingBEV Segmentation	CodeCode Available	0	5
OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing	Jun 17, 2022	Image ReconstructionImage-to-Image Translation	CodeCode Available	0	5
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale Interaction	Jun 27, 2023	Image SegmentationSegmentation	CodeCode Available	0	5
Normalization in Training U-Net for 2D Biomedical Semantic Segmentation	Sep 11, 2018	2D Semantic SegmentationSegmentation	CodeCode Available	0	5
Nonlinear Markov Random Fields Learned via Backpropagation	Feb 27, 2019	Image SegmentationSegmentation	CodeCode Available	0	5
Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade	Apr 5, 2017	AllSemantic 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	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