SOTAVerified

Segmentation

Papers

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Showing 6076–6100 of 13072 papers

TitleStatusHype
NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images—0
Nano1D: An accurate Computer Vision software for analysis and segmentation of low-dimensional nanostructures—0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise?Code0
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation—0
Weakly Supervised 3D Segmentation via Receptive-driven Pseudo Label Consistency and Structural Consistency—0
Segmentation of Industrial Burner Flames: A Comparative Study from Traditional Image Processing to Machine and Deep Learning—0
MOVES: Movable and Moving LiDAR Scene Segmentation in Label-Free settings using Static Reconstruction—0
A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images—0
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
Error correcting 2D-3D cascaded network for myocardial infarct scar segmentation on late gadolinium enhancement cardiac magnetic resonance imagesCode0
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets—0
Scribble-supervised Cell Segmentation Using Multiscale Contrastive RegularizationCode0
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
The Second-place Solution for CVPR VISION 23 Challenge Track 1 -- Data Effificient Defect DetectionCode0
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model—0
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation—0
Improved Aircraft Environmental Impact Segmentation via Metric Learning—0
Efficient Annotation of Medieval ChartersCode0
Zero-shot spatial layout conditioning for text-to-image diffusion models—0
Improving Panoptic Segmentation for Nighttime or Low-Illumination Urban Driving ScenesCode0
Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation—0
Unsupervised Deformable Ultrasound Image Registration and Its Application for Vessel Segmentation—0
A Sparse Graph Formulation for Efficient Spectral Image Segmentation—0
Can a single image processing algorithm work equally well across all phases of DCE-MRI?—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