SOTAVerified

Segmentation

Papers

Showing 971980 of 13072 papers

TitleStatusHype
Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor SegmentationCode0
Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning0
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
Panoptic Diffusion Models: co-generation of images and segmentation maps0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation0
Point-GR: Graph Residual Point Cloud Network for 3D Object Classification and 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