SOTAVerified

Segmentation

Papers

Showing 19011925 of 13072 papers

TitleStatusHype
Adaptive Context Selection for Polyp SegmentationCode1
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate SegmentationCode1
CenterMask : Real-Time Anchor-Free Instance SegmentationCode1
GndNet: Fast Ground Plane Estimation and Point Cloud Segmentation for Autonomous VehiclesCode1
Exploring Robustness of Unsupervised Domain Adaptation in Semantic SegmentationCode1
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS dataCode1
An Uncertainty-Driven GCN Refinement Strategy for Organ SegmentationCode1
Exploring Simple Open-Vocabulary Semantic SegmentationCode1
Uncertainty-based graph convolutional networks for organ segmentation refinementCode1
Exploring The Limits Of Data Augmentation For Retinal Vessel SegmentationCode1
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsCode1
Extending nn-UNet for brain tumor segmentationCode1
Global Spectral Filter Memory Network for Video Object SegmentationCode1
Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT ScansCode1
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic SegmentationCode1
Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic DataCode1
An Auto-Encoder Strategy for Adaptive Image SegmentationCode1
Extended 2D Consensus Hippocampus SegmentationCode1
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic SegmentationCode1
Extrinsic Camera Calibration with Semantic SegmentationCode1
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analysesCode1
Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image SegmentationCode1
CenterMask: Real-Time Anchor-Free Instance SegmentationCode1
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!Code1
CellSeg1: Robust Cell Segmentation with One Training ImageCode1
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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