SOTAVerified

Segmentation

Papers

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Showing 3901–3950 of 13072 papers

TitleStatusHype
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
Human-centric Scene Understanding for 3D Large-scale ScenariosCode1
Pre-Training with Diffusion models for Dental Radiography segmentation—0
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free ApproachCode1
PlaneRecTR++: Unified Query Learning for Joint 3D Planar Reconstruction and Pose EstimationCode1
Optical Flow boosts Unsupervised Localization and SegmentationCode1
Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical GuidelinesCode1
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation—0
Audio-aware Query-enhanced Transformer for Audio-Visual Segmentation—0
Image Segmentation Keras : Implementation of Segnet, FCN, UNet, PSPNet and other models in KerasCode4
Unmasking Anomalies in Road-Scene SegmentationCode1
Spectrum-guided Multi-granularity Referring Video Object SegmentationCode1
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersCode1
Sparse annotation strategies for segmentation of short axis cardiac MRI—0
Automatic lobe segmentation using attentive cross entropy and end-to-end fissure generation—0
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment—0
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch EmbeddingsCode0
Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervisionCode0
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingCode1
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image SegmentationCode1
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data—0
COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image SegmentationCode1
A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer RadiotherapyCode1
Flight Contrail Segmentation via Augmented Transfer Learning with Novel SR Loss Function in Hough SpaceCode1
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image SegmentationCode1
Learning to Segment from Noisy Annotations: A Spatial Correction ApproachCode1
FEDD -- Fair, Efficient, and Diverse Diffusion-based Lesion Segmentation and Malignancy ClassificationCode1
Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation—0
MatSpectNet: Material Segmentation Network with Domain-Aware and Physically-Constrained Hyperspectral ReconstructionCode0
CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph—0
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image SegmentationCode1
Cascaded multitask U-Net using topological loss for vessel segmentation and centerline extractionCode1
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image SegmentationCode1
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention—0
Label Calibration for Semantic Segmentation Under Domain Shift—0
Quantized Feature Distillation for Network Quantization—0
Gradient-Semantic Compensation for Incremental Semantic Segmentation—0
Confidence Intervals for Performance Estimates in Brain MRI Segmentation—0
Interactive Segmentation for Diverse Gesture Types Without ContextCode0
TwinLiteNet: An Efficient and Lightweight Model for Driveable Area and Lane Segmentation in Self-Driving CarsCode1
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenariosCode0
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive LearningCode1
CPCM: Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic SegmentationCode1
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation—0
ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations—0
Two Approaches to Supervised Image Segmentation—0
Towards Automated Semantic Segmentation in Mammography Images—0
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementCode1
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point CloudsCode1
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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