SOTAVerified

Segmentation

Papers

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Showing 2651–2700 of 13072 papers

TitleStatusHype
Minimally Interactive Segmentation of Soft-Tissue Tumors on CT and MRI using Deep Learning—0
Re-DiffiNet: Modeling discrepancies in tumor segmentation using diffusion modelsCode0
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation—0
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image SegmentationCode4
Expert-Adaptive Medical Image Segmentation—0
Happy and Immersive Clustering Segmentations of Biological Co-Expression Patterns—0
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor SegmentationCode0
Adapting SAM for Volumetric X-Ray Data-sets of Arbitrary Sizes—0
More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation—0
Iris-SAM: Iris Segmentation Using a Foundation ModelCode1
TETRIS: Towards Exploring the Robustness of Interactive Segmentation—0
Hybridnet for depth estimation and semantic segmentation—0
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results—0
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner—0
On the Effect of Image Resolution on Semantic Segmentation—0
Early Fusion of Features for Semantic Segmentation—0
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic SurgeryCode0
Self-calibrated convolution towards glioma segmentation—0
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image SegmentationCode4
GSN: Generalisable Segmentation in Neural Radiance FieldCode1
Color Recognition in Challenging Lighting Environments: CNN Approach—0
Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation—0
FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation ModelsCode2
Multi-Scale Semantic Segmentation with Modified MBConv Blocks—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance SegmentationCode1
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASRCode1
Pushing the limits of cell segmentation models for imaging mass cytometryCode0
Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced SegmentationCode1
Energy-based Domain-Adaptive Segmentation with Depth Guidance—0
Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing—0
SISP: A Benchmark Dataset for Fine-grained Ship Instance Segmentation in Panchromatic Satellite ImagesCode1
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation—0
An Exploration of Clustering Algorithms for Customer Segmentation in the UK Retail Market—0
A new method for optical steel rope non-destructive damage detection—0
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation—0
A Comprehensive Approach to Diagnosing Temporomandibular Joint Diseases: AI-driven TMD Diagnostic System—0
Instance Segmentation XXL-CT Challenge of a Historic Airplane—0
FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells—0
HoughToRadon Transform: New Neural Network Layer for Features Improvement in Projection Space—0
RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classificationCode1
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical SegmentationCode0
SGS-SLAM: Semantic Gaussian Splatting For Neural Dense SLAMCode3
SPCTNet: A Series-Parallel CNN and Transformer Network for 3D Medical Image Segmentation—0
A Truly Joint Neural Architecture for Segmentation and Parsing—0
3D Lymphoma Segmentation on PET/CT Images via Multi-Scale Information Fusion with Cross-Attention—0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
Generalizable Entity Grounding via Assistance of Large Language Model—0
Deep Spectral Improvement for Unsupervised Image Instance SegmentationCode0
Polyp-DAM: Polyp segmentation via depth anything modelCode0
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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