SOTAVerified

Segmentation

Papers

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Showing 4551–4600 of 13072 papers

TitleStatusHype
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Interactive Segmentation for Diverse Gesture Types Without ContextCode0
Interactive Image Segmentation With First Click AttentionCode0
Interactive Image Segmentation With Latent DiversityCode0
CATS v2: Hybrid encoders for robust medical segmentationCode0
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide ImagesCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
Deep learning-based interactive segmentation in remote sensingCode0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen SectionsCode0
Integral Object Mining via Online Attention AccumulationCode0
Category Guided Attention Network for Brain Tumor Segmentation in MRICode0
Category Feature Transformer for Semantic SegmentationCode0
Beyond Gradient Descent for Regularized Segmentation LossesCode0
Exploring Temporal Information for Improved Video UnderstandingCode0
Instance Segmentation of Microscopic ForaminiferaCode0
A Benchmark for Endoluminal Scene Segmentation of Colonoscopy ImagesCode0
Instance Segmentation of Biological Images Using Harmonic EmbeddingsCode0
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-SegmentCode0
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
Instance Segmentation as Image Segmentation AnnotationCode0
A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentationCode0
Instance Segmentation by Deep ColoringCode0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingCode0
Exploring Phrase-Level Grounding with Text-to-Image Diffusion ModelCode0
A novel segmentation dataset for signatures on bank checksCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
CASICT Tibetan Word Segmentation System for MLWS2017Code0
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation OnlyCode0
A novel Region of Interest Extraction Layer for Instance SegmentationCode0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
Exploring Novel Pooling Strategies for Edge Preserved Feature Maps in Convolutional Neural NetworksCode0
Information-Theoretic Segmentation by Inpainting Error MaximizationCode0
Exploring Large Context for Cerebral Aneurysm SegmentationCode0
Infrastructure Crack Segmentation: Boundary Guidance Method and Benchmark DatasetCode0
Exploring Segment Representations for Neural Segmentation ModelsCode0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Improving EO Foundation Models with Confidence Assessment for enhanced Semantic segmentationCode0
Exploring Spatial Context for 3D Semantic Segmentation of Point CloudsCode0
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation ModelsCode0
Exploring Feature Representation Learning for Semi-supervised Medical Image SegmentationCode0
Indirect Local Attacks for Context-aware Semantic Segmentation NetworksCode0
Inferring the Class Conditional Response Map for Weakly Supervised Semantic SegmentationCode0
Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic SegmentationCode0
Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery VideoCode0
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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