SOTAVerified

Segmentation

Papers

Showing 35013525 of 13072 papers

TitleStatusHype
Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks0
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art0
Catheter Detection and Segmentation in X-ray Images via Multi-task Learning0
Label-Efficient LiDAR Panoptic Segmentation0
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation0
OnlineAnySeg: Online Zero-Shot 3D Segmentation by Visual Foundation Model Guided 2D Mask Merging0
Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment0
A comprehensive and reliable protocol for manual segmentation of the human claustrum using high-resolution MRI0
GenAnalysis: Joint Shape Analysis by Learning Man-Made Shape Generators with Deformation Regularizations0
Training-Free Dataset Pruning for Instance SegmentationCode0
Ranking pre-trained segmentation models for zero-shot transferability0
SegImgNet: Segmentation-Guided Dual-Branch Network for Retinal Disease DiagnosesCode0
Segmenting Bi-Atrial Structures Using ResNext Based Framework0
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image SegmentationCode0
Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction0
CONSeg: Voxelwise Glioma Conformal Segmentation0
Boundary-Emphasized Weight Maps for Distal Airway Segmentation0
3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds0
Deep Learning-Based Approach for Automatic 2D and 3D MRI Segmentation of Gliomas0
Test-Time Modality Generalization for Medical Image Segmentation0
Open-Vocabulary Semantic Part Segmentation of 3D Human0
Weakly Supervised Segmentation Framework for Thyroid Nodule Based on High-confidence Labels and High-rationality LossesCode0
PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics0
Evaluating the Suitability of Different Intraoral Scan Resolutions for Deep Learning-Based Tooth Segmentation0
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event0
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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