SOTAVerified

Image Segmentation

Image Segmentation is a computer vision task that involves dividing an image into multiple segments or regions, each of which corresponds to a different object or part of an object. The goal of image segmentation is to assign a unique label or category to each pixel in the image, so that pixels with similar attributes are grouped together.

Papers

Showing 19011950 of 5035 papers

TitleStatusHype
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
Source Identification: A Self-Supervision Task for Dense Prediction0
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation DatasetsCode1
ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images0
Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT0
Hierarchical Open-vocabulary Universal Image SegmentationCode2
SAMAug: Point Prompt Augmentation for Segment Anything ModelCode1
CGAM: Click-Guided Attention Module for Interactive Pathology Image Segmentation via Backpropagating Refinement0
RefSAM: Efficiently Adapting Segmenting Anything Model for Referring Video Object SegmentationCode1
A region and category confidence-based multi-task network for carotid ultrasound image segmentation and classification0
Pay Attention to the Atlas: Atlas-Guided Test-Time Adaptation Method for Robust 3D Medical Image Segmentation0
All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning0
Multiscale Progressive Text Prompt Network for Medical Image Segmentation0
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging0
The Segment Anything Model (SAM) for Remote Sensing Applications: From Zero to One ShotCode4
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated DatasetCode2
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and ClassificationCode0
MLA-BIN: Model-level Attention and Batch-instance Style Normalization for Domain Generalization of Federated Learning on Medical Image Segmentation0
SeMLaPS: Real-time Semantic Mapping with Latent Prior Networks and Quasi-Planar SegmentationCode1
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural NetworksCode0
Fast Marching Energy CNN0
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation ModelCode2
Chan-Vese Attention U-Net: An attention mechanism for robust segmentation0
1M parameters are enough? A lightweight CNN-based model for medical image segmentationCode1
Let Segment Anything Help Image Dehaze0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
Delving into Crispness: Guided Label Refinement for Crisp Edge DetectionCode1
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale InteractionCode0
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
MedLSAM: Localize and Segment Anything Model for 3D CT ImagesCode2
Faster Segment Anything: Towards Lightweight SAM for Mobile ApplicationsCode5
Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation0
On Evaluating the Adversarial Robustness of Semantic Segmentation Models0
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model0
Scribble-supervised Cell Segmentation Using Multiscale Contrastive RegularizationCode0
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation0
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense DisambiguationCode0
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical ImagesCode1
Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation0
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentationCode2
A Sparse Graph Formulation for Efficient Spectral Image Segmentation0
Ladder Fine-tuning approach for SAM integrating complementary networkCode1
Can a single image processing algorithm work equally well across all phases of DCE-MRI?0
Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images0
Fast Segment AnythingCode0
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequencesCode1
WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation0
Towards Better Certified Segmentation via Diffusion ModelsCode0
Learnable Weight Initialization for Volumetric Medical Image SegmentationCode1
Show:102550
← PrevPage 39 of 101Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.92Unverified
2HetNetIoU0.83Unverified
3PMDIoU0.82Unverified
4SANetIoU0.8Unverified
5MirrorNetIoU0.79Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetIoU0.73Unverified
2HetNetIoU0.69Unverified
3SANetIoU0.67Unverified
4PMDIoU0.66Unverified
5MirrorNetIoU0.59Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetmIoU0.8Unverified
2MAS-SAMmIoU0.79Unverified
3MASNetmIoU0.74Unverified
4ZoomNetmIoU0.74Unverified
#ModelMetricClaimedVerifiedStatus
1HIPIE (ViT-H)mIoUPartS63.8Unverified
2PPSmIoUPartS58.6Unverified
3HIPIE (ResNet-50)mIoUPartS57.2Unverified
4JPPFmIoUPartS54.4Unverified
#ModelMetricClaimedVerifiedStatus
1MAS-SAMmIoU0.74Unverified
2SAM2-UNetmIoU0.74Unverified
3MASNetmIoU0.73Unverified
4ZoomNetmIoU0.73Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CmIoU63.6Unverified
2OneNete,4-SmAP0.552.75Unverified
3OneNeted,4mIoU14.9Unverified
#ModelMetricClaimedVerifiedStatus
1UNetRDice0.98Unverified
2PALEDDice0.98Unverified
#ModelMetricClaimedVerifiedStatus
1ResAttUNetIoU0.67Unverified
2UNetIoU0.57Unverified
#ModelMetricClaimedVerifiedStatus
1SynCo (ResNet-50) 200epmask AP35.4Unverified
#ModelMetricClaimedVerifiedStatus
1MobileOne-S0GFLOPs0.28Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4mIoU6.6Unverified
#ModelMetricClaimedVerifiedStatus
1OneNete,4-CDice Score0.97Unverified