SOTAVerified

Segmentation

Papers

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Showing 5351–5400 of 13072 papers

TitleStatusHype
Novel class discovery meets foundation models for 3D semantic segmentation—0
Inspecting Model Fairness in Ultrasound Segmentation Tasks—0
Graph Information Bottleneck for Remote Sensing Segmentation—0
Lung Cancer Detection from CT Scan Images based on Genetic-Independent Recurrent Deep Learning—0
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video PairsCode0
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning—0
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter ConvolutionCode0
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic Segmentation—0
Instance-guided Cartoon Editing with a Large-scale Dataset—0
Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion—0
G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-trainingCode0
TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation—0
A Review and A Robust Framework of Data-Efficient 3D Scene Parsing with Traditional/Learned 3D Descriptors—0
SANeRF-HQ: Segment Anything for NeRF in High Quality—0
Has Anything Changed? 3D Change Detection by 2D Segmentation Masks—0
Motion Informed Needle Segmentation in Ultrasound Images—0
Segment Anything Model-guided Collaborative Learning Network for Scribble-supervised Polyp Segmentation—0
Segment Any 3D Gaussians—0
A Recent Survey of Vision Transformers for Medical Image Segmentation—0
CellMixer: Annotation-free Semantic Cell Segmentation of Heterogeneous Cell Populations—0
Learning Part Segmentation from Synthetic Animals—0
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation—0
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data—0
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation—0
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future TrendsCode0
Accurate Segmentation of Optic Disc And Cup from Multiple Pseudo-labels by Noise-aware LearningCode0
Quantification of cardiac capillarization in single-immunostained myocardial slices using weakly supervised instance segmentation—0
Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans—0
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological ImagesCode0
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic SegmentationCode0
CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation—0
A publicly available vessel segmentation algorithm for SLO images—0
VINNA for Neonates -- Orientation Independence through Latent AugmentationsCode0
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model—0
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic SegmentationCode0
LLaFS: When Large Language Models Meet Few-Shot Segmentation—0
Image segmentation with traveling waves in an exactly solvable recurrent neural network—0
An Ensemble of 2.5D ResUnet Based Models for Segmentation for Kidney and Masses—0
End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding—0
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation—0
RISAM: Referring Image Segmentation via Mutual-Aware Attention Features—0
Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction—0
Obj-NeRF: Extract Object NeRFs from Multi-view Images—0
Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation—0
NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle BiopsiesCode0
Weakly-Supervised Audio-Visual Segmentation—0
Fine-Grained Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation—0
Multi-task Planar Reconstruction with Feature Warping GuidanceCode0
Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs)—0
Text and Click inputs for unambiguous open vocabulary instance 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