SOTAVerified

Segmentation

Papers

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Showing 4326–4350 of 13072 papers

TitleStatusHype
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment—0
Depth-guided Texture Diffusion for Image Semantic Segmentation—0
MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation—0
Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation—0
MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation—0
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models—0
Towards Flexible Visual Relationship Segmentation—0
PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation—0
Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical DataCode0
Improved 3D Whole Heart Geometry from Sparse CMR SlicesCode0
Costal Cartilage Segmentation with Topology Guided Deformable Mamba: Method and Benchmark—0
Ensemble architecture in polyp segmentationCode0
Segment Using Just One Example—0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning—0
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images—0
Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging—0
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model—0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
Seg-CycleGAN : SAR-to-optical image translation guided by a downstream task—0
MacFormer: Semantic Segmentation with Fine Object Boundaries—0
Performance Evaluation of YOLOv8 Model Configurations, for Instance Segmentation of Strawberry Fruit Development Stages in an Open Field Environment—0
One Shot is Enough for Sequential Infrared Small Target SegmentationCode0
Assessment of Cell Nuclei AI Foundation Models in Kidney PathologyCode0
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound—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