SOTAVerified

Segmentation

Papers

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Showing 4751–4800 of 13072 papers

TitleStatusHype
Image segmentation of treated and untreated tumor spheroids by Fully Convolutional Networks—0
PAM-UNet: Shifting Attention on Region of Interest in Medical Images—0
Zero-Shot Monocular Motion Segmentation in the Wild by Combining Deep Learning with Geometric Motion Model Fusion—0
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey—0
Lane Segmentation Refinement with Diffusion Models—0
MMTryon: Multi-Modal Multi-Reference Control for High-Quality Fashion Generation—0
Predictive Accuracy-Based Active Learning for Medical Image SegmentationCode0
SpecstatOR: Speckle statistics-based iOCT Segmentation Network for Ophthalmic Surgery—0
DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical DocumentsCode0
Real Time Multi Organ Classification on Computed Tomography Images—0
Clicks2Line: Using Lines for Interactive Image Segmentation—0
Panoptic Segmentation and Labelling of Lumbar Spine Vertebrae using Modified Attention Unet—0
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical ImagingCode0
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic SegmentationCode0
Segmentation Quality and Volumetric Accuracy in Medical Imaging—0
Quantum Patch-Based Autoencoder for Anomaly SegmentationCode0
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment—0
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT AnalysisCode0
Discriminative features pyramid network for medical image segmentationCode0
Discriminative features pyramid network for medical image segmentationCode0
DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference—0
Light-weight Retinal Layer Segmentation with Global ReasoningCode0
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors—0
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models—0
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian SegmentationCode0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain—0
AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRICode0
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task InteractionsCode0
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal SegmentationCode0
CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection—0
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical AnnotationCode0
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos—0
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete ModalitiesCode0
GatedLexiconNet: A Comprehensive End-to-End Handwritten Paragraph Text Recognition System—0
A Novel Approach to Chest X-ray Lung Segmentation Using U-net and Modified Convolutional Block Attention Module—0
HOIST-Former: Hand-held Objects Identification, Segmentation, and Tracking in the Wild—0
BC-MRI-SEG: A Breast Cancer MRI Tumor Segmentation Benchmark—0
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence—0
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence ImagesCode0
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models—0
SEGSRNet for Stereo-Endoscopic Image Super-Resolution and Surgical Instrument Segmentation—0
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models—0
BACS: Background Aware Continual Semantic SegmentationCode0
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers—0
Unlocking Robust Segmentation Across All Age Groups via Continual Learning—0
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation—0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images—0
ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation—0
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation—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