SOTAVerified

Segmentation

Papers

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Showing 3201–3250 of 13072 papers

TitleStatusHype
Adaptive Active Contour Model for Brain Tumor SegmentationCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Model Doctor for Diagnosing and Treating Segmentation ErrorCode0
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic ExpertsCode0
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic SegmentationCode0
AdaptIS: Adaptive Instance Selection NetworkCode0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
2017 Robotic Instrument Segmentation ChallengeCode0
An application of cascaded 3D fully convolutional networks for medical image segmentationCode0
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
Modality Completion via Gaussian Process Prior Variational Autoencoders for Multi-Modal Glioma SegmentationCode0
An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood VesselsCode0
MLV^2-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel SegmentationCode0
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentationCode0
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalizationCode0
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT ImagesCode0
UKAN-EP: Enhancing U-KAN with Efficient Attention and Pyramid Aggregation for 3D Multi-Modal MRI Brain Tumor SegmentationCode0
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine LearningCode0
More complex encoder is not all you needCode0
Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase SegmentationCode0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
MitoSeg: Mitochondria Segmentation ToolCode0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive ManufacturingCode0
Minimizing Supervision for Free-space SegmentationCode0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
Mix and match networks: encoder-decoder alignment for zero-pair image translationCode0
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation ProblemsCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
Analysis of Hand Segmentation in the WildCode0
Analysis and application of multispectral data for water segmentation using machine learningCode0
Bayesian Adaptive Superpixel SegmentationCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
Microscopy Cell Segmentation via Adversarial Neural NetworksCode0
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited LabelsCode0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 ChallengeCode0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
BANet: Bidirectional Aggregation Network with Occlusion Handling for Panoptic SegmentationCode0
Metadata Improves Segmentation Through Multitasking ElicitationCode0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
Memory-efficient Segmentation of High-resolution Volumetric MicroCT ImagesCode0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
Meply: A Large-scale Dataset and Baseline Evaluations for Metastatic Perirectal Lymph Node Detection and SegmentationCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
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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