SOTAVerified

Segmentation

Papers

Showing 51765200 of 13072 papers

TitleStatusHype
Higher Order Conditional Random Fields in Deep Neural NetworksCode0
Efficient Smoothing of Dilated Convolutions for Image SegmentationCode0
Hard Pixel Mining for Depth Privileged Semantic SegmentationCode0
Hand Segmentation for Hand-Object Interaction from Depth mapCode0
Efficient Semantic Diffusion Architectures for Model Training on Synthetic EchocardiogramsCode0
Habaek: High-performance water segmentation through dataset expansion and inductive bias optimizationCode0
Efficient Segmentation: Learning Downsampling Near Semantic BoundariesCode0
A new eye segmentation method based on improved U2Net in TCM eye diagnosisCode0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
Guided Machine Learning for power grid segmentationCode0
GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective DetectionCode0
Handling Inter-Annotator Agreement for Automated Skin Lesion SegmentationCode0
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
A New Ensemble Learning Framework for 3D Biomedical Image SegmentationCode0
gSLICr: SLIC superpixels at over 250HzCode0
GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion AnalysisCode0
A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic SegmentationCode0
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight ComputersCode0
GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm SegmentationCode0
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion SegmentationCode0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory RequirementsCode0
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image SegmentationCode0
Efficient multi-class fetal brain segmentation in high resolution MRI reconstructions with noisy labelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified