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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 531–540 of 14763 papers

Title	Date	Tasks	Status	Hype
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation	Mar 31, 2025	Image SegmentationMedical Image Analysis	—Unverified	0
Spectral-Adaptive Modulation Networks for Visual Perception	Mar 31, 2025	object-detectionObject Detection	CodeCode Available	1
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation	Mar 31, 2025	Graph MatchingSemantic Segmentation	—Unverified	0
Improving underwater semantic segmentation with underwater image quality attention and muti-scale aggregation attention	Mar 30, 2025	Semantic Segmentation	CodeCode Available	0
Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models	Mar 30, 2025	Image SegmentationLanguage Modeling	—Unverified	0
ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025	Mar 30, 2025	ObjectReferring Video Object Segmentation	CodeCode Available	0
BoundMatch: Boundary detection applied to semi-supervised segmentation for urban-driving scenes	Mar 30, 2025	Boundary DetectionMulti-Task Learning	—Unverified	0
CADFormer: Fine-Grained Cross-modal Alignment and Decoding Transformer for Referring Remote Sensing Image Segmentation	Mar 30, 2025	cross-modal alignmentImage Segmentation	—Unverified	0
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation	Mar 30, 2025	cross-modal alignmentImage Segmentation	CodeCode Available	1
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation	Mar 30, 2025	Federated LearningImage Segmentation	—Unverified	0

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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