SOTAVerified

Segmentation

Papers

Showing 64516500 of 13072 papers

TitleStatusHype
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations0
Uncertainty Driven Bottleneck Attention U-net for Organ at Risk SegmentationCode0
A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation0
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning0
Edge-aware Plug-and-play Scheme for Semantic Segmentation0
Lung segmentation with NASNet-Large-Decoder NetCode0
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation0
Remote Task-oriented Grasp Area Teaching By Non-Experts through Interactive Segmentation and Few-Shot LearningCode0
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation0
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video SegmentationCode0
GDDS: Pulmonary Bronchioles Segmentation with Group Deep Dense Supervision0
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid SegmentationCode0
Reversing the Abnormal: Pseudo-Healthy Generative Networks for Anomaly Detection0
PENet: A Joint Panoptic Edge Detection NetworkCode0
Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation0
SegPrompt: Using Segmentation Map as a Better Prompt to Finetune Deep Models for Kidney Stone Classification0
Panoptic One-Click Segmentation: Applied to Agricultural Data0
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic SegmentationCode0
MS-TCRNet: Multi-Stage Temporal Convolutional Recurrent Networks for Action Segmentation Using Sensor-Augmented KinematicsCode0
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging SystemsCode0
ISLE: A Framework for Image Level Semantic Segmentation EnsembleCode0
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images0
SILOP: An Automated Framework for Semantic Segmentation Using Image Labels Based on Object PerimetersCode0
HALOS: Hallucination-free Organ Segmentation after Organ Resection SurgeryCode0
Class-level Multiple Distributions Representation are Necessary for Semantic Segmentation0
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical ImagesCode0
An automated pipeline to create an atlas of in situ hybridization gene expression data in the adult marmoset brainCode0
SuperMask: Generating High-resolution object masks from multi-view, unaligned low-resolution MRIs0
Object-Centric Multi-Task Learning for Human Instances0
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images0
One-Shot Segmentation of Novel White Matter Tracts via Extensive Data AugmentationCode0
Pixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution SegmentationCode0
OSIS: Efficient One-stage Network for 3D Instance Segmentation0
Spatial Correspondence between Graph Neural Network-Segmented Images0
Towards Universal Vision-language Omni-supervised Segmentation0
Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in EchocardiographyCode0
Token Sparsification for Faster Medical Image SegmentationCode0
Dynamic Y-KD: A Hybrid Approach to Continual Instance Segmentation0
Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions0
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN ImagesCode0
Explainable Semantic Medical Image Segmentation with Style0
Estimating friction coefficient using generative modelling0
Segmentation method for cerebral blood vessels from MRA using hysteresisCode0
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering0
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI ScansCode0
Retinal Image Segmentation with Small Datasets0
Open-world Instance Segmentation: Top-down Learning with Bottom-up Supervision0
Rethinking Range View Representation for LiDAR Segmentation0
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image SegmentationCode0
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified