SOTAVerified

Segmentation

Papers

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Showing 3226–3250 of 13072 papers

TitleStatusHype
BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes—0
GNCAF: A GNN-based Neighboring Context Aggregation Framework for Tertiary Lymphoid Structures Semantic Segmentation in WSI—0
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment—0
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results—0
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation—0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
Lightweight Multispectral Crop-Weed Segmentation for Precision Agriculture—0
On-Device Crack Segmentation for Edge Structural Health Monitoring—0
MAIS: Memory-Attention for Interactive Segmentation—0
Towards user-centered interactive medical image segmentation in VR with an assistive AI agent—0
Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation—0
Technical Report for ICRA 2025 GOOSE 2D Semantic Segmentation Challenge: Leveraging Color Shift Correction, RoPE-Swin Backbone, and Quantile-based Label Denoising Strategy for Robust Outdoor Scene Understanding—0
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning—0
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization—0
Topo-VM-UNetV2: Encoding Topology into Vision Mamba UNet for Polyp Segmentation—0
Adapting a Segmentation Foundation Model for Medical Image Classification—0
The Application of Deep Learning for Lymph Node Segmentation: A Systematic Review—0
Improving Open-Set Semantic Segmentation in 3D Point Clouds by Conditional Channel Capacity Maximization: Preliminary Results—0
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation—0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet—0
OXSeg: Multidimensional attention UNet-based lip segmentation using semi-supervised lip contours—0
GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation—0
Feature-Augmented Deep Networks for Multiscale Building Segmentation in High-Resolution UAV and Satellite Imagery—0
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization—0
RAFT: Robust Augmentation of FeaTures for Image 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