SOTAVerified

Segmentation

Papers

Showing 28012825 of 13072 papers

TitleStatusHype
Importance-Aware Image Segmentation-based Semantic Communication for Autonomous Driving0
Improving Limited Supervised Foot Ulcer Segmentation Using Cross-Domain Augmentation0
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training0
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models0
SAMF: Small-Area-Aware Multi-focus Image Fusion for Object DetectionCode1
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box PromptsCode2
Training and Comparison of nnU-Net and DeepMedic Methods for Autosegmentation of Pediatric Brain TumorsCode0
An Explainable Proxy Model for Multiabel Audio Segmentation0
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point LabelsCode1
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images0
Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray0
Vertical Federated Image Segmentation0
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI0
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image SegmentationCode2
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation0
Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessmentCode0
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound DiagnosisCode0
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells0
An automated framework for brain vessel centerline extraction from CTA imagesCode0
Plug-in for visualizing 3D tool tracking from videos of Minimally Invasive Surgeries0
UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World UnderstandingCode1
Scalable 3D Panoptic Segmentation As Superpoint Graph ClusteringCode4
Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet0
PartSTAD: 2D-to-3D Part Segmentation Task AdaptationCode2
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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