SOTAVerified

Segmentation

Papers

Showing 49515000 of 13072 papers

TitleStatusHype
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Enhancing Generic Segmentation with Learned Region RepresentationsCode0
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE)Code0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
ICNet for Real-Time Semantic Segmentation on High-Resolution ImagesCode0
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
Enhancing Diagnostic Precision in Gastric Bleeding through Automated Lesion Segmentation: A Deep DuS-KFCM ApproachCode0
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous LabelsCode0
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image SegmentationCode0
BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting FramesCode0
Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion ReductionCode0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic SegmentationCode0
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence MatchingCode0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing ModalitiesCode0
Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene InvestigationCode0
Foveated Instance SegmentationCode0
Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation TrainingCode0
Refining ADHD diagnosis with EEG: The impact of preprocessing and temporal segmentation on classification accuracyCode0
Hybrid-Fusion Transformer for Multisequence MRICode0
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation LearningCode0
Hybrid Cascaded Neural Network for Liver Lesion SegmentationCode0
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound VolumesCode0
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI ScansCode0
Enhancement Mask for Hippocampus Detection and SegmentationCode0
Human Perception-Inspired Grain Segmentation Refinement Using Conditional Random FieldsCode0
Human Segmentation with Dynamic LiDAR DataCode0
BriFiSeg: a deep learning-based method for semantic and instance segmentation of nuclei in brightfield imagesCode0
H-SynEx: Using synthetic images and ultra-high resolution ex vivo MRI for hypothalamus subregion segmentationCode0
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial PropagationCode0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Illuminating Pedestrians via Simultaneous Detection & SegmentationCode0
Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image SegmentationCode0
Enhanced Optic Disk and Cup Segmentation with Glaucoma Screening from Fundus Images using Position encoded CNNsCode0
Model Doctor for Diagnosing and Treating Segmentation ErrorCode0
Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion ModelsCode0
How to Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-angle Maximum Intensity Projections and Diffusion ModelsCode0
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger GuidanceCode0
How We Won the ISLES'24 Challenge by PreprocessingCode0
Enhanced Automated Quality Assessment Network for Interactive Building Segmentation in High-Resolution Remote Sensing ImageryCode0
Enforcing temporal consistency in Deep Learning segmentation of brain MR imagesCode0
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy ImagesCode0
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A SurveyCode0
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?Code0
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationCode0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion PriorCode0
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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