SOTAVerified

Segmentation

Papers

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Showing 6501–6525 of 13072 papers

TitleStatusHype
Structure-aware registration network for liver DCE-CT images—0
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes—0
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design—0
FUSQA: Fetal Ultrasound Segmentation Quality Assessment—0
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup Segmentation and Glaucoma Detection—0
FCN+: Global Receptive Convolution Makes FCN Great Again—0
PL-UNeXt: Per-stage Edge Detail and Line Feature Guided Segmentation for Power Line Detection—0
Camera-Radar Perception for Autonomous Vehicles and ADAS: Concepts, Datasets and Metrics—0
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods—0
Clustering large 3D volumes: A sampling-based approachCode0
Organelle-specific segmentation, spatial analysis, and visualization of volume electron microscopy datasetsCode0
Deep Learning Based Dominant Index Lesion Segmentation for MR-guided Radiation Therapy of Prostate Cancer—0
Deep Age-Invariant Fingerprint Segmentation SystemCode0
Automated Peripancreatic Vessel Segmentation and Labeling Based on Iterative Trunk Growth and Weakly Supervised Mechanism—0
CTG-Net: An Efficient Cascaded Framework Driven by Terminal Guidance Mechanism for Dilated Pancreatic Duct Segmentation—0
IDA: Informed Domain Adaptive Semantic Segmentation—0
CANet: Context aware network with dual-stream pyramid for medical image segmentationCode0
Real-Time Hand Gesture Identification in Thermal Images—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningCode0
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT—0
Self-Supervised Few-Shot Learning for Ischemic Stroke Lesion SegmentationCode0
Deep Learning based Segmentation of Optical Coherence Tomographic Images of Human Saphenous Varicose Vein—0
DAN-NucNet: A dual attention based framework for nuclei segmentation in cancer histology images under wild clinical conditionsCode0
Improved Segmentation of Deep Sulci in Cortical Gray Matter Using a Deep Learning Framework Incorporating Laplace's Equation—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