SOTAVerified

Segmentation

Papers

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Showing 11151–11175 of 13072 papers

TitleStatusHype
Recurrence-free Survival Prediction under the Guidance of Automatic Gross Tumor Volume Segmentation for Head and Neck CancersCode0
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic ImagesCode0
UAVid: A Semantic Segmentation Dataset for UAV ImageryCode0
SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports ContextsCode0
Unified Attentional Generative Adversarial Network for Brain Tumor Segmentation From Multimodal Unpaired ImagesCode0
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker DecompositionCode0
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency ModelingCode0
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point CloudsCode0
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video SegmentationCode0
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
ThinkVideo: High-Quality Reasoning Video Segmentation with Chain of ThoughtsCode0
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic SegmentationCode0
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video SegmentationCode0
Post-hoc Overall Survival Time Prediction from Brain MRICode0
Video Object Segmentation using Teacher-Student Adaptation in a Human Robot Interaction (HRI) SettingCode0
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep LearningCode0
CXR Segmentation by AdaIN-based Domain Adaptation and Knowledge DistillationCode0
Pixelwise Instance Segmentation with a Dynamically Instantiated NetworkCode0
Three for one and one for three: Flow, Segmentation, and Surface NormalsCode0
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion SegmentationCode0
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise BinarizationCode0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural networkCode0
Recovering the Imperfect: Cell Segmentation in the Presence of Dynamically Localized ProteinsCode0
SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priorsCode0
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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