SOTAVerified

Segmentation

Papers

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Showing 3751–3800 of 13072 papers

TitleStatusHype
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation—0
WISH: Weakly Supervised Instance Segmentation using Heterogeneous Labels—0
Understanding Multi-Task Activities from Single-Task Videos—0
PolarNeXt: Rethink Instance Segmentation with Polar Representation—0
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSPCode0
Is Segment Anything Model 2 All You Need for Surgery Video Segmentation? A Systematic Evaluation—0
Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting—0
A Hybrid Deep Learning and Model-Checking Framework for Accurate Brain Tumor Detection and Validation—0
H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters—0
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAMCode0
Advanced Lung Nodule Segmentation and Classification for Early Detection of Lung Cancer using SAM and Transfer Learning—0
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images—0
LiDAR-Camera Fusion for Video Panoptic Segmentation without Video Training—0
Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction—0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation—0
Diff4MMLiTS: Advanced Multimodal Liver Tumor Segmentation via Diffusion-Based Image Synthesis and Alignment—0
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation—0
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation—0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
Uncertainty Quantified Deep Learning and Regression Analysis Framework for Image Segmentation of Skin Cancer LesionsCode0
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation—0
Char-SAM: Turning Segment Anything Model into Scene Text Segmentation Annotator with Character-level Visual Prompts—0
MNet-SAt: A Multiscale Network with Spatial-enhanced Attention for Segmentation of Polyps in Colonoscopy—0
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models—0
When SAM2 Meets Video Shadow and Mirror DetectionCode0
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach—0
HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image SegmentationCode0
Comprehensive Study on Lumbar Disc Segmentation Techniques Using MRI Data—0
Convolutional Prompting for Broad-Domain Retinal Vessel Segmentation—0
ClassifyViStA:WCE Classification with Visual understanding through Segmentation and AttentionCode0
URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction—0
Optimizing Prompt Strategies for SAM: Advancing lesion Segmentation Across Diverse Medical Imaging Modalities—0
PINN-EMFNet: PINN-based and Enhanced Multi-Scale Feature Fusion Network for Breast Ultrasound Images Segmentation—0
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation—0
Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic SegmentationCode0
Divide and Conquer: Grounding a Bleeding Areas in Gastrointestinal Image with Two-Stage ModelCode0
Generalizable Articulated Object Perception with Superpoints—0
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances—0
PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation—0
VerSe: Integrating Multiple Queries as Prompts for Versatile Cardiac MRI SegmentationCode0
SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image SegmentationCode0
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures—0
A Thorough Investigation into the Application of Deep CNN for Enhancing Natural Language Processing Capabilities—0
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy—0
Review of Fruit Tree Image Segmentation—0
Stitch Contrast and Segment_Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos—0
Head and Neck Tumor Segmentation of MRI from Pre- and Mid-radiotherapy with Pre-training, Data Augmentation and Dual Flow UNetCode0
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image SegmentationCode0
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified