SOTAVerified

Segmentation

Papers

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Showing 4901–4950 of 13072 papers

TitleStatusHype
Efficient 3D Instance Mapping and Localization with Neural Fields—0
Multi-Layer Dense Attention Decoder for Polyp SegmentationCode0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior—0
Transformers-based architectures for stroke segmentation: A review—0
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation—0
Annolid: Annotate, Segment, and Track Anything You NeedCode0
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation—0
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation—0
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation—0
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image SegmentationCode0
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models—0
Deep models for stroke segmentation: do complex architectures always perform better?—0
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging—0
EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation—0
SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentationCode0
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images—0
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management—0
PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation—0
Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes—0
An Information Theory Treatment of Animal Movement Tracks—0
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 ChallengeCode0
Inpainting-Driven Mask Optimization for Object Removal—0
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project—0
Semantic Gaussians: Open-Vocabulary Scene Understanding with 3D Gaussian Splatting—0
Towards Automatic Abdominal MRI Organ Segmentation: Leveraging Synthesized Data Generated From CT Labels—0
Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel SegmentationCode0
Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image AnnotationsCode0
IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence—0
Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly DetectionCode0
Analysing Diffusion Segmentation for Medical Images—0
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field RobotsCode0
Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild—0
TAMS: Translation-Assisted Morphological Segmentation—0
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling—0
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Medical Image Segmentation—0
ClusteringSDF: Self-Organized Neural Implicit Surfaces for 3D Decomposition—0
CathFlow: Self-Supervised Segmentation of Catheters in Interventional Ultrasound Using Optical Flow and Transformers—0
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation—0
Annotation-Efficient Polyp Segmentation via Active Learning—0
Empowering Segmentation Ability to Multi-modal Large Language ModelsCode0
PECI-Net: Bolus segmentation from video fluoroscopic swallowing study images using preprocessing ensemble and cascaded inference—0
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse WeatherCode0
Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspection—0
ProMamba: Prompt-Mamba for polyp segmentation—0
ZoDi: Zero-Shot Domain Adaptation with Diffusion-Based Image TransferCode0
P-Count: Persistence-based Counting of White Matter Hyperintensities in Brain MRI—0
DDSB: An Unsupervised and Training-free Method for Phase Detection in EchocardiographyCode0
Semantic Layering in Room Segmentation via LLMs—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