SOTAVerified

Segmentation

Papers

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Showing 3651–3700 of 13072 papers

TitleStatusHype
Efficient Segmentation of Search Markets—0
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism—0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation—0
Hierarchical LoG Bayesian Neural Network for Enhanced Aorta SegmentationCode0
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling—0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse ThermographyCode0
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface RepresentationCode0
Image Segmentation with transformers: An Overview, Challenges and Future—0
Bayesian Multifractal Image Segmentation—0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation—0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation—0
Relation U-Net—0
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging—0
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images—0
SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports ContextsCode0
Boosting Sclera Segmentation through Semi-supervised Learning with Fewer Labels—0
Adaptive Noise-Tolerant Network for Image Segmentation—0
Testing Human-Hand Segmentation on In-Distribution and Out-of-Distribution Data in Human-Robot Interactions Using a Deep Ensemble Model—0
MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation—0
Guided SAM: Label-Efficient Part Segmentation—0
Hierarchical Superpixel Segmentation via Structural Information TheoryCode0
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation—0
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation—0
GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing—0
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation—0
LarvSeg: Exploring Image Classification Data For Large Vocabulary Semantic Segmentation via Category-wise Attentive ClassifierCode0
Parking Space Detection in the City of GranadaCode0
A Comparative Performance Analysis of Classification and Segmentation Models on Bangladeshi Pothole Dataset—0
UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image SegmentationCode0
Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2—0
Minimizing Occlusion Effect on Multi-View Camera Perception in BEV with Multi-Sensor Fusion—0
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging—0
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions—0
Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRICode0
Test-Time Optimization for Domain Adaptive Open Vocabulary SegmentationCode0
BEN: Using Confidence-Guided Matting for Dichotomous Image SegmentationCode0
Rethinking domain generalization in medical image segmentation: One image as one domain—0
Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks—0
A Unified Framework for Foreground and Anonymization Area Segmentation in CT and MRI DataCode0
NextStop: An Improved Tracker For Panoptic LIDAR Segmentation DataCode0
VOILA: Complexity-Aware Universal Segmentation of CT images by Voxel Interacting with LanguageCode0
Topology-based deep-learning segmentation method for deep anterior lamellar keratoplasty (DALK) surgical guidance using M-mode OCT data—0
DGSSA: Domain generalization with structural and stylistic augmentation for retinal vessel segmentation—0
Self-adaptive vision-language model for 3D segmentation of pulmonary artery and vein—0
AutoFish: Dataset and Benchmark for Fine-grained Analysis of Fish—0
Image Segmentation: Inducing graph-based learningCode0
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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