SOTAVerified

Segmentation

Papers

Showing 41014125 of 13072 papers

TitleStatusHype
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent HomologyCode0
AGD-Autoencoder: Attention Gated Deep Convolutional Autoencoder for Brain Tumor SegmentationCode0
A Toolkit for Efficient Learning of Lexical Units for Speech RecognitionCode0
Large-kernel Attention for Efficient and Robust Brain Lesion SegmentationCode0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
Contextual-Relation Consistent Domain Adaptation for Semantic SegmentationCode0
Laplacian Pyramid Reconstruction and Refinement for Semantic SegmentationCode0
Atmospheric Transmission and Thermal Inertia Induced Blind Road Segmentation with a Large-Scale Dataset TBRSDCode0
Language-Based Image Editing with Recurrent Attentive ModelsCode0
AG-CUResNeSt: A Novel Method for Colon Polyp SegmentationCode0
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image SegmentationCode0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
LAMP: Large Deep Nets with Automated Model Parallelism for Image SegmentationCode0
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical KnowledgeCode0
LadderNet: Multi-path networks based on U-Net for medical image segmentationCode0
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image SegmentationCode0
Label Refinement Network from Synthetic Error Augmentation for Medical Image SegmentationCode0
Labeling, Cutting, Grouping: an Efficient Text Line Segmentation Method for Medieval ManuscriptsCode0
LACFormer: Toward accurate and efficient polyp segmentationCode0
A fuzzy rank-based ensemble of CNN models for MRI segmentationCode0
KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic SegmentationCode0
JSNet: Joint Instance and Semantic Segmentation of 3D Point CloudsCode0
Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CTCode0
Context Contrasted Feature and Gated Multi-Scale Aggregation for Scene SegmentationCode0
KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-LevelCode0
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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