SOTAVerified

Segmentation

Papers

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Showing 6801–6825 of 13072 papers

TitleStatusHype
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine LearningCode0
FIESTA: Autoencoders for accurate fiber segmentation in tractography—0
Extracting Semantic Knowledge from GANs with Unsupervised Learning—0
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images—0
SimCS: Simulation for Domain Incremental Online Continual Segmentation—0
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models—0
PlasmoID: A dataset for Indonesian malaria parasite detection and segmentation in thin blood smear—0
An Unpaired Cross-modality Segmentation Framework Using Data Augmentation and Hybrid Convolutional Networks for Segmenting Vestibular Schwannoma and Cochlea—0
Performance evaluation of deep segmentation models for Contrails detectionCode0
Topic Segmentation in the Wild: Towards Segmentation of Semi-structured & Unstructured Chats—0
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification—0
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style TransformationCode0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation—0
Domain generalization in fetal brain MRI segmentation \ multi-reconstruction augmentation—0
Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene SegmentationCode0
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background SegmentationCode0
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation—0
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
Hand Guided High Resolution Feature Enhancement for Fine-Grained Atomic Action Segmentation within Complex Human Assemblies—0
A Benchmark of Long-tailed Instance Segmentation with Noisy LabelsCode0
EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational DataCode0
Synthetic Data for Semantic Image Segmentation of Imagery of Unmanned Spacecraft—0
SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields—0
Self-Supervised 3D Traversability Estimation with Proxy Bank Guidance—0
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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