SOTAVerified

Segmentation

Papers

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Showing 5151–5175 of 13072 papers

TitleStatusHype
3D Instance Segmentation of MVS Buildings—0
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation—0
Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning—0
Hypergraph Convolutional Network based Weakly Supervised Point Cloud Semantic Segmentation with Scene-Level Annotations—0
Identification of Seed Cells in Multispectral Images for GrowCut Segmentation—0
Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation—0
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation—0
Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks—0
HUNIS: High-Performance Unsupervised Nuclei Instance Segmentation—0
Assessing Lesion Segmentation Bias of Neural Networks on Motion Corrupted Brain MRI—0
Semantic-guided Automatic Natural Image Matting with Trimap Generation Network and Light-weight Non-local Attention—0
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging—0
Compassionately Conservative Balanced Cuts for Image Segmentation—0
Accurate Nuclear Segmentation with Center Vector Encoding—0
Human Semantic Segmentation using Millimeter-Wave Radar Sparse Point Clouds—0
Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and Japanese—0
Comparison of the Deep-Learning-Based Automated Segmentation Methods for the Head Sectioned Images of the Virtual Korean Human Project—0
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge—0
Comparison of Semantic Segmentation Approaches for Horizon/Sky Line Detection—0
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation—0
Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery—0
A feature refinement module for light-weight semantic segmentation network—0
Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI—0
Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images—0
Assessing Encoder-Decoder Architectures for Robust Coronary Artery 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