SOTAVerified

Segmentation

Papers

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Showing 4651–4700 of 13072 papers

TitleStatusHype
Inherent Consistent Learning for Accurate Semi-supervised Medical Image SegmentationCode1
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive SegmentationCode1
Position-Guided Point Cloud Panoptic Segmentation TransformerCode1
CrOC: Cross-View Online Clustering for Dense Visual Representation LearningCode1
Zero-guidance Segmentation Using Zero Segment LabelsCode1
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation—0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Tube-Link: A Flexible Cross Tube Framework for Universal Video SegmentationCode1
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain GeneralizationCode1
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based ApproachCode1
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics—0
W2KPE: Keyphrase Extraction with Word-Word Relation—0
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation—0
Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining—0
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception—0
Texture Learning Domain Randomization for Domain Generalized SegmentationCode1
Two-shot Video Object SegmentationCode1
Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry—0
Influencer Backdoor Attack on Semantic SegmentationCode1
Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns—0
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery—0
Learning Context-aware Classifier for Semantic SegmentationCode1
Novel Class Discovery for 3D Point Cloud Semantic SegmentationCode1
Focused and Collaborative Feedback Integration for Interactive Image SegmentationCode1
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images—0
Are uGLAD? Time will tell!Code0
Advanced Multi-Microscopic Views Cell Semi-supervised Segmentation—0
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic SegmentationCode2
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models—0
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
A Multi-Task Deep Learning Approach for Sensor-based Human Activity Recognition and Segmentation—0
From Sparse to Precise: A Practical Editing Approach for Intracardiac Echocardiography Segmentation—0
ScribbleSeg: Scribble-based Interactive Image Segmentation—0
Open-vocabulary Panoptic Segmentation with Embedding Modulation—0
Semantic segmentation of surgical hyperspectral images under geometric domain shifts—0
Neural Implicit Vision-Language Feature FieldsCode1
Weakly-Supervised Text Instance Segmentation—0
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic SegmentationCode1
Generative Semantic SegmentationCode2
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations—0
A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation—0
Uncertainty Driven Bottleneck Attention U-net for Organ at Risk SegmentationCode0
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning—0
Edge-aware Plug-and-play Scheme for Semantic Segmentation—0
Diff-UNet: A Diffusion Embedded Network for Volumetric SegmentationCode1
Towards Diverse Binary Segmentation via A Simple yet General Gated NetworkCode2
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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