SOTAVerified

Segmentation

Papers

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Showing 8501–8550 of 13072 papers

TitleStatusHype
Epithelium segmentation using deep learning in H&E-stained prostate specimens with immunohistochemistry as reference standard—0
A deep learning model for segmentation of geographic atrophy to study its long-term natural history—0
Piecewise Flat Embedding for Image Segmentation—0
PINN-EMFNet: PINN-based and Enhanced Multi-Scale Feature Fusion Network for Breast Ultrasound Images Segmentation—0
Pixel-wise Segmentation of Right Ventricle of Heart—0
Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image—0
PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation—0
Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data—0
Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation—0
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation—0
Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation—0
Entropy Bootstrapping for Weakly Supervised Nuclei Detection—0
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation—0
EntitySAM: Segment Everything in Video—0
Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes—0
Automatic Analysis System of Calcaneus Radiograph: Rotation-Invariant Landmark Detection for Calcaneal Angle Measurement, Fracture Identification and Fracture Region Segmentation—0
A deep learning model for brain vessel segmentation in 3DRA with arteriovenous malformations—0
EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion—0
Ensembling Low Precision Models for Binary Biomedical Image Segmentation—0
CAggNet: Crossing Aggregation Network for Medical Image Segmentation—0
Ensembling Instance and Semantic Segmentation for Panoptic Segmentation—0
Ensembling and Test Augmentation for Covid-19 Detection and Covid-19 Domain Adaptation from 3D CT-Scans—0
Physics-Based Rendering for Improving Robustness to Rain—0
Ensemble Video Object Cut in Highly Dynamic Scenes—0
Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images—0
CAFCT-Net: A CNN-Transformer Hybrid Network with Contextual and Attentional Feature Fusion for Liver Tumor Segmentation—0
Ensemble of Multi-sized FCNs to Improve White Matter Lesion Segmentation—0
Ensemble of Anchor-Free Models for Robust Bangla Document Layout Segmentation—0
An Object Aware Hybrid U-Net for Breast Tumour Annotation—0
A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography—0
Ensemble Methods for Multi-Organ Segmentation in CT Series—0
Ensemble Manifold Segmentation for Model Distillation and Semi-supervised Learning—0
CaDIS: Cataract Dataset for Image Segmentation—0
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation—0
CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation—0
PhraseClick: Toward Achieving Flexible Interactive Segmentation by Phrase and Click—0
Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation—0
Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI—0
A Deep Learning Framework for Nuclear Segmentation and Classification in Histopathological Images—0
Ensembled ResUnet for Anatomical Brain Barriers Segmentation—0
Ensembled Autoencoder Regularization for Multi-Structure Segmentation for Kidney Cancer Treatment—0
Annotation Free Semantic Segmentation with Vision Foundation Models—0
Volume Preserving Image Segmentation with Entropic Regularization Optimal Transport and Its Applications in Deep Learning—0
Real-time Semantic Segmentation with Context Aggregation Network—0
Annotation-free Audio-Visual Segmentation—0
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection—0
Enriching Visual Knowledge Bases via Object Discovery and Segmentation—0
C^3PS: Context-aware Conditional Cross Pseudo Supervision for Semi-supervised Medical Image Segmentation—0
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation—0
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach—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