SOTAVerified

Segmentation

Papers

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Showing 5651–5700 of 13072 papers

TitleStatusHype
On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms—0
Coarse Retinal Lesion Annotations Refinement via Prototypical Learning—0
Synthehicle: Multi-Vehicle Multi-Camera Tracking in Virtual CitiesCode1
FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for BrainCode0
FAKD: Feature Augmented Knowledge Distillation for Semantic SegmentationCode0
Boundary-Aware Network for Abdominal Multi-Organ SegmentationCode1
Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis DiagnosisCode1
Boundary-Aware Network for Kidney ParsingCode1
An Access Control Method with Secret Key for Semantic Segmentation Models—0
Accurate and Robust Lesion RECIST Diameter Prediction and Segmentation with Transformers—0
Efficient liver segmentation with 3D CNN using computed tomography scans—0
Weakly and Semi-Supervised Detection, Segmentation and Tracking of Table Grapes with Limited and Noisy Data—0
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic SegmentationCode1
Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review—0
Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression—0
Arbitrary Shape Text Detection via Segmentation with Probability MapsCode1
Segmentation of Parotid Gland Tumors Using Multimodal MRI and Contrastive Learning—0
Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEsCode0
Learning Multi-Modal Brain Tumor Segmentation from Privileged Semi-Paired MRI Images with Curriculum Disentanglement Learning—0
Refine and Represent: Region-to-Object Representation LearningCode1
Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model—0
Full Body Video-Based Self-Avatars for Mixed Reality: from E2E System to User Study—0
Applying Eigencontours to PolarMask-Based Instance SegmentationCode1
Weakly Supervised Airway Orifice Segmentation in Video Bronchoscopy—0
PeRFception: Perception using Radiance FieldsCode2
Fast and Precise Binary Instance Segmentation of 2D Objects for Automotive Applications—0
Semi-Automatic Labeling and Semantic Segmentation of Gram-Stained Microscopic Images from DIBaS Dataset—0
CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks—0
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic SegmentationCode1
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical ImageCode0
Unsupervised Fish Trajectory Tracking and Segmentation—0
Extending nnU-Net is all you need—0
Deep 3D Vessel Segmentation based on Cross Transformer NetworkCode1
Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation—0
Prompt-Matched Semantic Segmentation—0
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic SegmentationCode1
Transforming the Interactive Segmentation for Medical Imaging—0
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation—0
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentationCode2
Ensemble uncertainty as a criterion for dataset expansion in distinct bone segmentation from upper-body CT images—0
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D SegmentationCode1
Unifying Visual Perception by Dispersible Points LearningCode1
Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss—0
Open-Vocabulary Universal Image Segmentation with MaskCLIPCode1
Single-Stage Open-world Instance Segmentation with Cross-task Consistency RegularizationCode0
Auto-segmentation of Hip Joints using MultiPlanar UNet with Transfer learningCode0
FCN-Transformer Feature Fusion for Polyp SegmentationCode1
Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance SegmentationCode1
Look in Different Views: Multi-Scheme Regression Guided Cell Instance Segmentation—0
Deep learning based projection domain metal segmentation for metal artifact reduction in cone beam computed tomography—0
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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