SOTAVerified

Segmentation

Papers

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Showing 5026–5050 of 13072 papers

TitleStatusHype
Explicit Motion Handling and Interactive Prompting for Video Camouflaged Object Detection—0
RISeg: Robot Interactive Object Segmentation via Body Frame-Invariant Features—0
Region-Transformer: Self-Attention Region Based Class-Agnostic Point Cloud Segmentation—0
A Unified Model Selection Technique for Spectral Clustering Based Motion Segmentation—0
Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module ModelCode0
Boosting Box-supervised Instance Segmentation with Pseudo Depth—0
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation—0
Robust deep labeling of radiological emphysema subtypes using squeeze and excitation convolutional neural networks: The MESA Lung and SPIROMICS Studies—0
YOLO-MED : Multi-Task Interaction Network for Biomedical Images—0
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation—0
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation—0
Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet GuidanceCode0
Prediction of recurrence free survival of head and neck cancer using PET/CT radiomics and clinical information—0
Image2Flow: A hybrid image and graph convolutional neural network for rapid patient-specific pulmonary artery segmentation and CFD flow field calculation from 3D cardiac MRI data—0
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments—0
Robust Quantification of Percent Emphysema on CT via Domain Attention: the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study—0
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image AnnotationCode0
Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data—0
Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling—0
Segment anything model for head and neck tumor segmentation with CT, PET and MRI multi-modality imagesCode0
A Large-scale Evaluation of Pretraining Paradigms for the Detection of Defects in Electroluminescence Solar Cell Images—0
From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions—0
Few-shot adaptation for morphology-independent cell instance segmentation—0
Outline-Guided Object Inpainting with Diffusion Models—0
Efficient 3D affinely equivariant CNNs with adaptive fusion of augmented spherical Fourier-Bessel basesCode0
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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