SOTAVerified

Semantic Segmentation

Papers

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Showing 5551–5600 of 14763 papers

TitleStatusHype
CUS3D :CLIP-based Unsupervised 3D Segmentation via Object-level Denoise—0
Foundation Models for Amodal Video Instance Segmentation in Automated DrivingCode0
Multilateral Cascading Network for Semantic Segmentation of Large-Scale Outdoor Point Clouds—0
Improved Unet brain tumor image segmentation based on GSConv module and ECA attention mechanism—0
MCICSAM: Monte Carlo-guided Interpolation Consistency Segment Anything Model for Semi-Supervised Prostate Zone Segmentation—0
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-TuningCode0
GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation—0
A Bottom-Up Approach to Class-Agnostic Image Segmentation—0
AutoPET III Challenge: PET/CT Semantic Segmentation—0
Autonomous Visual Fish Pen Inspections for Estimating the State of Biofouling Buildup Using ROV -- Extended Abstract—0
KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation—0
Automated Linear Disturbance Mapping via Semantic Segmentation of Sentinel-2 Imagery—0
Exploiting Minority Pseudo-Labels for Semi-Supervised Semantic Segmentation in Autonomous Driving—0
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation—0
Unsupervised Reward-Driven Image Segmentation in Automated Scanning Transmission Electron Microscopy Experiments—0
Domain-stratified Training for Cross-organ and Cross-scanner Adenocarcinoma Segmentation in the COSAS 2024 Challenge—0
Domain Generalization for Endoscopic Image Segmentation by Disentangling Style-Content Information and SuperPixel Consistency—0
Axial Attention Transformer Networks: A New Frontier in Breast Cancer Detection—0
Scale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentation—0
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
Applications of Knowledge Distillation in Remote Sensing: A Survey—0
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning—0
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural NetworksCode0
Robot Manipulation in Salient Vision through Referring Image Segmentation and Geometric Constraints—0
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images—0
Frequency-Guided Masking for Enhanced Vision Self-Supervised LearningCode0
Learning Semi-Supervised Medical Image Segmentation from Spatial RegistrationCode0
Are Deep Learning Models Robust to Partial Object Occlusion in Visual Recognition Tasks?—0
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation—0
Resolving Inconsistent Semantics in Multi-Dataset Image Segmentation—0
Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis—0
NARF24: Estimating Articulated Object Structure for Implicit Rendering—0
An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation—0
Multi-Scale Grouped Prototypes for Interpretable Semantic SegmentationCode0
AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging—0
Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare—0
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation—0
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation—0
Improved Unet model for brain tumor image segmentation based on ASPP-coordinate attention mechanism—0
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation—0
VistaFormer: Scalable Vision Transformers for Satellite Image Time Series SegmentationCode0
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition—0
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images—0
Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes—0
Bayesian Self-Training for Semi-Supervised 3D Segmentation—0
Open Source Infrastructure for Automatic Cell Segmentation—0
AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ SegmentationCode0
SURGIVID: Annotation-Efficient Surgical Video Object Discovery—0
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image SegmentationCode0
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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