SOTAVerified

Segmentation

Papers

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Showing 1051–1100 of 13072 papers

TitleStatusHype
Enhancing the automatic segmentation and analysis of 3D liver vasculature modelsCode0
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating TrainingCode1
CellPilotCode0
Multi-scale Cascaded Large-Model for Whole-body ROI SegmentationCode0
A Contrast-Agnostic Method for Ultra-High Resolution Claustrum SegmentationCode0
Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons—0
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation—0
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological CorrectionCode1
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided RadiotherapyCode0
Quantum-enhanced unsupervised image segmentation for medical images analysis—0
Cell as Point: One-Stage Framework for Efficient Cell Tracking—0
Open-Vocabulary Online Semantic Mapping for SLAMCode2
Instance-Aware Generalized Referring Expression Segmentation—0
Effective SAM Combination for Open-Vocabulary Semantic Segmentation—0
CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation—0
Multimodal 3D Reasoning Segmentation with Complex Scenes—0
Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field—0
Enhancing Medical Image Segmentation with Deep Learning and Diffusion Models—0
CLIPer: Hierarchically Improving Spatial Representation of CLIP for Open-Vocabulary Semantic SegmentationCode1
Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM ApproachCode0
Segment Any Class (SAC): Multi-Class Few-Shot Semantic Segmentation via Class Region Proposals—0
Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing ImagesCode1
Find Any Part in 3DCode2
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines—0
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation—0
Entropy Bootstrapping for Weakly Supervised Nuclei Detection—0
Automating Sonologists USG Commands with AI and Voice Interface—0
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic SegmentationCode1
BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation—0
Gradient-Weighted Feature Back-Projection: A Fast Alternative to Feature Distillation in 3D Gaussian SplattingCode1
Interactive Medical Image Segmentation: A Benchmark Dataset and BaselineCode3
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT SegmentationCode0
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical SegmentationCode0
Rethinking Text-Promptable Surgical Instrument Segmentation with Robust Framework—0
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural EnhancementsCode1
Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization—0
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling—0
Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation—0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
SP ^3 : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation—0
MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models—0
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation—0
Cascaded Diffusion Models for 2D and 3D Microscopy Image Synthesis to Enhance Cell SegmentationCode0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR SensorsCode0
Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks—0
Segmentation of Ink and Parchment in Dead Sea Scroll Fragments—0
Automatic Discovery and Assessment of Interpretable Systematic Errors in Semantic Segmentation—0
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention—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