SOTAVerified

Segmentation

Papers

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Showing 9351–9375 of 13072 papers

TitleStatusHype
A Teacher-Student Framework with Fourier Augmentation for COVID-19 Infection Segmentation in CT Images—0
FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation—0
FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching—0
Flow-free Video Object Segmentation—0
FlowFusion: Dynamic Dense RGB-D SLAM Based on Optical Flow—0
Flow-guided Semi-supervised Video Object Segmentation—0
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms—0
Flow Segmentation in Dense Crowds—0
FlowVOS: Weakly-Supervised Visual Warping for Detail-Preserving and Temporally Consistent Single-Shot Video Object Segmentation—0
Fluid segmentation in Neutrosophic domain—0
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy—0
A systematic study of race and sex bias in CNN-based cardiac MR segmentation—0
FMaMIL: Frequency-Driven Mamba Multi-Instance Learning for Weakly Supervised Lesion Segmentation in Medical Images—0
A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring—0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation—0
A Syntax-Based Scheme for the Annotation and Segmentation of German Spoken Language Interactions—0
Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection—0
A Refined Equilibrium Generative Adversarial Network for Retinal Vessel Segmentation—0
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation—0
A survey on shape-constraint deep learning for medical image segmentation—0
A Survey on Semi-Supervised Semantic Segmentation—0
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction—0
Multi-view Subword Regularization—0
Multiview Two-Task Recursive Attention Model for Left Atrium and Atrial Scars Segmentation—0
FocusNet: Imbalanced Large and Small Organ Segmentation with an End-to-End Deep Neural Network for Head and Neck CT Images—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified