SOTAVerified

Segmentation

Papers

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Showing 7651–7700 of 13072 papers

TitleStatusHype
MPSeg : Multi-Phase strategy for coronary artery Segmentation—0
FBNet: Feature Balance Network for Urban-Scene Segmentation—0
MRAnnotator: multi-Anatomy and many-Sequence MRI segmentation of 44 structures—0
Cerebrovascular Segmentation via Vessel Oriented Filtering Network—0
Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation—0
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation—0
FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision—0
MRI Breast tissue segmentation using nnU-Net for biomechanical modeling—0
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation—0
MRI Cross-Modality NeuroImage-to-NeuroImage Translation—0
MRI Scan Synthesis Methods based on Clustering and Pix2Pix—0
MR-NOM: Multi-scale Resolution of Neuronal cells in Nissl-stained histological slices via deliberate Over-segmentation and Merging—0
MROVSeg: Breaking the Resolution Curse of Vision-Language Models in Open-Vocabulary Image Segmentation—0
Multi-temporal crack segmentation in concrete structure using deep learning approaches—0
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation—0
DMML-Net: Deep Metametric Learning for Few-Shot Geographic Object Segmentation in Remote Sensing Imagery—0
Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification—0
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images—0
CenterMask: single shot instance segmentation with point representation—0
Fast Video Object Segmentation With Temporal Aggregation Network and Dynamic Template Matching—0
Fast Video Object Segmentation via Dynamic Targeting Network—0
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks—0
A persistent homology-based topological loss function for multi-class CNN segmentation of cardiac MRI—0
Do Audio-Visual Segmentation Models Truly Segment Sounding Objects?—0
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries—0
MSFormer: A Skeleton-multiview Fusion Method For Tooth Instance Segmentation—0
FastVentricle: Cardiac Segmentation with ENet—0
(M)SLAe-Net: Multi-Scale Multi-Level Attention embedded Network for Retinal Vessel Segmentation—0
Multi-Task Neural Networks with Spatial Activation for Retinal Vessel Segmentation and Artery/Vein Classification—0
Multi-Task Self-Supervised Learning for Image Segmentation Task—0
Multi-Threshold Attention U-Net (MTAU) based Model for Multimodal Brain Tumor Segmentation in MRI scans—0
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation—0
MSP : Refine Boundary Segmentation via Multiscale Superpixel—0
Fast unsupervised Bayesian image segmentation with adaptive spatial regularisation—0
Fast Trust Region for Segmentation—0
MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation—0
Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation—0
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI—0
Document Summarization with Text Segmentation—0
MS-Twins: Multi-Scale Deep Self-Attention Networks for Medical Image Segmentation—0
Center-guided Classifier for Semantic Segmentation of Remote Sensing Images—0
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data—0
MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation—0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation—0
Fast Soft Color Segmentation—0
Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images—0
Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features—0
Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images—0
A Bilayer Segmentation-Recombination Network for Accurate Segmentation of Overlapping C. elegans—0
Multi-Task Learning via Scale Aware Feature Pyramid Networks and Effective Joint Head—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