SOTAVerified

Segmentation

Papers

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Showing 3651–3675 of 13072 papers

TitleStatusHype
Efficient Segmentation of Search Markets—0
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation—0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
Hierarchical LoG Bayesian Neural Network for Enhanced Aorta SegmentationCode0
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling—0
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface RepresentationCode0
Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse ThermographyCode0
Image Segmentation with transformers: An Overview, Challenges and Future—0
Bayesian Multifractal Image Segmentation—0
Relation U-Net—0
SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation—0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation—0
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging—0
SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports ContextsCode0
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images—0
Boosting Sclera Segmentation through Semi-supervised Learning with Fewer Labels—0
Adaptive Noise-Tolerant Network for Image Segmentation—0
Testing Human-Hand Segmentation on In-Distribution and Out-of-Distribution Data in Human-Robot Interactions Using a Deep Ensemble Model—0
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation—0
Guided SAM: Label-Efficient Part Segmentation—0
MSV-Mamba: A Multiscale Vision Mamba Network for Echocardiography Segmentation—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