SOTAVerified

Segmentation

Papers

Showing 82018225 of 13072 papers

TitleStatusHype
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation0
Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection0
Organ at Risk Segmentation in Head and Neck CT Images by Using a Two-Stage Segmentation Framework Based on 3D U-Net0
Catalyzing Clinical Diagnostic Pipelines Through Volumetric Medical Image Segmentation Using Deep Neural Networks: Past, Present, & Future0
A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images0
Exploring Set Similarity for Dense Self-supervised Representation Learning0
Exploring Semantic Segmentation on the DCT Representation0
CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships0
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation0
Organ At Risk Segmentation with Multiple Modality0
OrthoSeg: A Deep Multimodal Convolutional Neural Network for Semantic Segmentation of Orthoimagery0
CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation0
Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Text0
A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging0
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology0
CA-SSL: Class-Agnostic Semi-Supervised Learning for Detection and Segmentation0
Order-aware Interactive Segmentation0
Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling0
Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation0
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI0
CASNet: Common Attribute Support Network for image instance and panoptic segmentation0
Adjacent Slice Feature Guided 2.5D Network for Pulmonary Nodule Segmentation0
Opto-UNet: Optimized UNet for Segmentation of Varicose Veins in Optical Coherence Tomography0
Orderly Dual-Teacher Knowledge Distillation for Lightweight Human Pose Estimation0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation0
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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