SOTAVerified

Segmentation

Papers

Showing 1077610800 of 13072 papers

TitleStatusHype
Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation0
Towards a methodology for evaluating automatic subtitling0
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma0
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion0
Towards an efficient Iris Recognition System on Embedded Devices0
ASIST: Annotation-free Synthetic Instance Segmentation and Tracking by Adversarial Simulations0
Towards Augmented Reality-based Suturing in Monocular Laparoscopic Training0
Towards Automated Polyp Segmentation Using Weakly- and Semi-Supervised Learning and Deformable Transformers0
Towards Automated Semantic Segmentation in Mammography Images0
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels0
Towards Automatic Annotation for Semantic Segmentation in Drone Videos0
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond0
Towards Bounding-Box Free Panoptic Segmentation0
Towards Bridging Semantic Gap to Improve Semantic Segmentation0
DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation0
Towards Cardiac Intervention Assistance: Hardware-aware Neural Architecture Exploration for Real-Time 3D Cardiac Cine MRI Segmentation0
Towards continual learning in medical imaging0
Towards Continual Universal Segmentation0
Towards Continuous Domain adaptation for Healthcare0
Towards Cross-device and Training-free Robotic Grasping in 3D Open World0
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation0
Towards Deeper and Better Multi-view Feature Fusion for 3D Semantic Segmentation0
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks0
Towards Direct Medical Image Analysis without Segmentation0
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic 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