SOTAVerified

Segmentation

Papers

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Showing 2801–2850 of 13072 papers

TitleStatusHype
Importance-Aware Image Segmentation-based Semantic Communication for Autonomous Driving—0
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training—0
Improving Limited Supervised Foot Ulcer Segmentation Using Cross-Domain Augmentation—0
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models—0
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain TumorsCode0
OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box PromptsCode2
SAMF: Small-Area-Aware Multi-focus Image Fusion for Object DetectionCode1
An Explainable Proxy Model for Multiabel Audio Segmentation—0
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI—0
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image SegmentationCode2
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point LabelsCode1
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation—0
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images—0
Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray—0
Vertical Federated Image Segmentation—0
Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessmentCode0
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells—0
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound DiagnosisCode0
An automated framework for brain vessel centerline extraction from CTA imagesCode0
Plug-in for visualizing 3D tool tracking from videos of Minimally Invasive Surgeries—0
Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet—0
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World UnderstandingCode1
Scalable 3D Panoptic Segmentation As Superpoint Graph ClusteringCode4
PartSTAD: 2D-to-3D Part Segmentation Task AdaptationCode2
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation—0
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large ModelCode1
Leveraging Frequency Domain Learning in 3D Vessel Segmentation—0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
Latency-aware Road Anomaly Segmentation in Videos: A Photorealistic Dataset and New Metrics—0
Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study—0
An Automatic Cascaded Model for Hemorrhagic Stroke Segmentation and Hemorrhagic Volume Estimation—0
Learning to Prompt Segment Anything Models—0
MapAI: Precision in Building SegmentationCode1
Segment anything model (SAM) for brain extraction in fMRI studiesCode0
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
U-Mamba: Enhancing Long-range Dependency for Biomedical Image SegmentationCode2
MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationCode0
Primitive Geometry Segment Pre-training for 3D Medical Image SegmentationCode1
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent PredictionCode0
Multi-scale attention-based instance segmentation for measuring crystals with large size variation—0
Segment Anything Model for Medical Image Segmentation: Current Applications and Future DirectionsCode5
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation—0
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes InteractivelyCode5
Systematic review of image segmentation using complex networks—0
ODIN: A Single Model for 2D and 3D SegmentationCode2
3D Open-Vocabulary Panoptic Segmentation with 2D-3D Vision-Language Distillation—0
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic SegmentationCode2
Leveraging SAM for Single-Source Domain Generalization in Medical Image SegmentationCode1
LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway SegmentationCode0
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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