SOTAVerified

Semantic Segmentation

Papers

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Showing 4451–4500 of 14763 papers

TitleStatusHype
RadSAM: Segmenting 3D radiological images with a 2D promptable model—0
GSFF-SLAM: 3D Semantic Gaussian Splatting SLAM via Feature Field—0
Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding—0
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area DelineationCode0
DeepSPG: Exploring Deep Semantic Prior Guidance for Low-light Image Enhancement with Multimodal LearningCode0
Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous Driving—0
NUDF: Neural Unsigned Distance Fields for high resolution 3D medical image segmentation—0
Masked strategies for images with small objects—0
Occlusion-Aware Self-Supervised Monocular Depth Estimation for Weak-Texture Endoscopic Images—0
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations—0
RGB-D Video Object Segmentation via Enhanced Multi-store Feature Memory—0
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation—0
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections—0
DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining—0
Object Learning and Robust 3D Reconstruction—0
Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg—0
TWIG: Two-Step Image Generation using Segmentation Masks in Diffusion Models—0
Segmentation with Noisy Labels via Spatially Correlated DistributionsCode0
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation—0
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation—0
WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image SegmentationCode0
SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training—0
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation—0
Lightweight Road Environment Segmentation using Vector Quantization—0
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation—0
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection—0
DADU: Dual Attention-based Deep Supervised UNet for Automated Semantic Segmentation of Cardiac Images—0
Occlusion-Ordered Semantic Instance Segmentation—0
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning—0
Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis—0
Few-Shot Referring Video Single- and Multi-Object Segmentation via Cross-Modal Affinity with Instance Sequence MatchingCode0
Contour Field based Elliptical Shape Prior for the Segment Anything Model—0
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling—0
Privacy-Preserving Operating Room Workflow Analysis using Digital Twins—0
Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation—0
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization—0
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion—0
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceCode0
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation—0
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic GapCode0
Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation—0
Remote sensing colour image semantic segmentation of trails created by large herbivorous Mammals—0
Single-shot Star-convex Polygon-based Instance Segmentation for Spatially-correlated Biomedical Objects—0
CAGS: Open-Vocabulary 3D Scene Understanding with Context-Aware Gaussian Splatting—0
pix2pockets: Shot Suggestions in 8-Ball Pool from a Single Image in the Wild—0
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image SegmentationCode0
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild—0
LightFormer: A lightweight and efficient decoder for remote sensing image segmentation—0
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain—0
CAP-Net: A Unified Network for 6D Pose and Size Estimation of Categorical Articulated Parts from a Single RGB-D Image—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified