SOTAVerified

Segmentation

Papers

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Showing 4501–4550 of 13072 papers

TitleStatusHype
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE)Code0
Segmenting Medical Images: From UNet to Res-UNet and nnUNet—0
Judging from Support-set: A New Way to Utilize Few-Shot Segmentation for Segmentation Refinement Process—0
HCS-TNAS: Hybrid Constraint-driven Semi-supervised Transformer-NAS for Ultrasound Image Segmentation—0
LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes—0
Shape Prior Segmentation Guided by Harmonic Beltrami Signature—0
Semi-Supervised Segmentation via Embedding Matching—0
Few-Shot Airway-Tree Modeling using Data-Driven Sparse Priors—0
Systematic Evaluation of Online Speaker Diarization Systems Regarding their Latency—0
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images—0
Segment Any 4D Gaussians—0
Looking for Tiny Defects via Forward-Backward Feature Transfer—0
POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation—0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization—0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
Exploiting Precision Mapping and Component-Specific Feature Enhancement for Breast Cancer Segmentation and Identification—0
PanSAM: Zero-Shot, Prompt-Free Pancreas Segmentation in CT ImagingCode0
ZEAL: Surgical Skill Assessment with Zero-shot Tool Inference Using Unified Foundation Model—0
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputsCode0
PanopticRecon: Leverage Open-vocabulary Instance Segmentation for Zero-shot Panoptic Reconstruction—0
Object Segmentation from Open-Vocabulary Manipulation Instructions Based on Optimal Transport Polygon Matching with Multimodal Foundation Models—0
Efficient Cutting Tool Wear Segmentation Based on Segment Anything Model—0
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image AnalysisCode0
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation—0
UADSN: Uncertainty-Aware Dual-Stream Network for Facial Nerve Segmentation—0
PM-VIS+: High-Performance Video Instance Segmentation without Video AnnotationCode0
Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic ForgettingCode0
Scalable and Domain-General Abstractive Proposition Segmentation—0
Precision matters: Precision-aware ensemble for weakly supervised semantic segmentationCode0
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation—0
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO—0
Dense Monocular Motion Segmentation Using Optical Flow and Pseudo Depth Map: A Zero-Shot Approach—0
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers—0
LiverUSRecon: Automatic 3D Reconstruction and Volumetry of the Liver with a Few Partial Ultrasound Scans—0
A Universal Railway Obstacle Detection System based on Semi-supervised Segmentation And Optical Flow—0
High-resolution segmentations of the hypothalamus and its subregions for training of segmentation modelsCode0
Improving EO Foundation Models with Confidence Assessment for enhanced Semantic segmentationCode0
Addressing intra-area oscillations and frequency stability after DC segmentation of a large AC power system—0
Multi-modal Evidential Fusion Network for Trustworthy PET/CT Tumor SegmentationCode0
EFCNet: Every Feature Counts for Small Medical Object Segmentation—0
Hot-Distance: Combining One-Hot and Signed Distance Embeddings for Segmentation—0
Deep learning-based brain segmentation model performance validation with clinical radiotherapy CT—0
Investigating Self-Supervised Methods for Label-Efficient Learning—0
Principal Component Clustering for Semantic Segmentation in Synthetic Data Generation—0
Medical Image Segmentation Using Directional Window AttentionCode0
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling—0
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image SegmentationCode0
Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis—0
GMT: Guided Mask Transformer for Leaf Instance SegmentationCode0
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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