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Semantic Segmentation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 381–390 of 14763 papers

Title	Date	Tasks	Status	Hype
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections	Apr 23, 2025	Action Triplet RecognitionFederated Learning	—Unverified	0
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation	Apr 23, 2025	Image SegmentationSegmentation	—Unverified	0
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining	Apr 22, 2025	Few-Shot Semantic SegmentationMeta-Learning	—Unverified	0
Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg	Apr 22, 2025	Image SegmentationMedical Image Segmentation	—Unverified	0
Object Learning and Robust 3D Reconstruction	Apr 22, 2025	3D ReconstructionObject	—Unverified	0
TWIG: Two-Step Image Generation using Segmentation Masks in Diffusion Models	Apr 21, 2025	Image GenerationImage Segmentation	—Unverified	0
Segmentation with Noisy Labels via Spatially Correlated Distributions	Apr 21, 2025	Bayesian InferenceSemantic Segmentation	CodeCode Available	0
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation	Apr 20, 2025	DiagnosticImage Segmentation	—Unverified	0
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation	Apr 20, 2025	3D Instance Segmentation3D Open-Vocabulary Instance Segmentation	—Unverified	0
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation	Apr 20, 2025	AttributeImage 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	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