SOTAVerified

Segmentation

Papers

Showing 1185111875 of 13072 papers

TitleStatusHype
Overcoming Small Minirhizotron Datasets Using Transfer LearningCode0
Eosinophils Instance Object Segmentation on Whole Slide Imaging Using Multi-label Circle RepresentationCode0
3D Medical Image Segmentation based on multi-scale MPU-NetCode0
A Fully Convolutional Two-Stream Fusion Network for Interactive Image SegmentationCode0
A Fully Convolutional Neural Network for Cardiac Segmentation in Short-Axis MRICode0
On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution RobustnessCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-trainingCode0
gACSON software for automated segmentation and morphology analyses of myelinated axons in 3D electron microscopyCode0
Novel Deep Learning Framework For Bovine Iris SegmentationCode0
Meta-Learning Initializations for Image SegmentationCode0
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
EOLO: Embedded Object Segmentation only Look OnceCode0
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ SegmentationCode0
Laplacian Pyramid Reconstruction and Refinement for Semantic SegmentationCode0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in EchocardiographyCode0
Accurate 3D Cell Segmentation using Deep Feature and CRF RefinementCode0
Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel SegmentationCode0
GAN-enhanced Conditional Echocardiogram GenerationCode0
Ensemble architecture in polyp segmentationCode0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)Code0
Novel structural-scale uncertainty measures and error retention curves: application to multiple sclerosisCode0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
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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