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 35013525 of 5035 papers

TitleStatusHype
Orthogonal Ensemble Networks for Biomedical Image SegmentationCode0
Uma implementação do jogo Pedra, Papel e Tesoura utilizando Visao ComputacionalCode0
Deep Active Contours Using Locally Controlled Distance Vector Flow0
Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation0
Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy0
AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond0
VICE: Visual Identification and Correction of Neural Circuit Errors0
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation0
MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image Segmentation0
Attention-Based 3D Seismic Fault Segmentation Training by a Few 2D Slice Labels0
A Novel Falling-Ball Algorithm for Image Segmentation0
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis0
Bayesian Logistic Shape Model Inference: application to cochlea image segmentation0
Encoder Fusion Network with Co-Attention Embedding for Referring Image Segmentation0
R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation0
Computer vision for liquid samples in hospitals and medical labs using hierarchical image segmentation and relations predictionCode0
Combining Supervised and Un-supervised Learning for Automatic Citrus Segmentation0
IPatch: A Remote Adversarial Patch0
CASSOD-Net: Cascaded and Separable Structures of Dilated Convolution for Embedded Vision Systems and Applications0
Pyramid Medical Transformer for Medical Image Segmentation0
A Rigid Registration Method in TEVAR0
Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation0
A Deep Learning Object Detection Method for an Efficient Clusters Initialization0
Two stages for visual object tracking0
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
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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