SOTAVerified

Segmentation

Papers

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Showing 2101–2150 of 13072 papers

TitleStatusHype
HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images—0
A temporal enhanced semi-supervised segmentation network for needle detection in 3D ultrasound images—0
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once—0
Transparency Distortion Robustness for SOTA Image Segmentation Tasks—0
Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGANCode0
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation—0
Hierarchical SegNet with Channel and Context Attention for Accurate Lung Segmentation in Chest X-ray Images—0
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep LearningCode2
EPPS: Advanced Polyp Segmentation via Edge Information Injection and Selective Feature DecouplingCode0
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation—0
XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT ScansCode0
Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches—0
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation—0
Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imageryCode1
ABANet: Attention boundary-aware network for image segmentationCode1
Blackbox Adaptation for Medical Image SegmentationCode0
Automatic segmentation of Organs at Risk in Head and Neck cancer patients from CT and MRI scans—0
HARIS: Human-Like Attention for Reference Image Segmentation—0
CM-UNet: Hybrid CNN-Mamba UNet for Remote Sensing Image Semantic SegmentationCode3
Team Samsung-RAL: Technical Report for 2024 RoboDrive Challenge-Robust Map Segmentation Track—0
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI—0
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge—0
Revealing Hierarchical Structure of Leaf Venations in Plant Science via Label-Efficient Segmentation: Dataset and MethodCode1
A Foundation Model for Brain Lesion Segmentation with Mixture of Modality ExpertsCode1
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation—0
CTS: A Consistency-Based Medical Image Segmentation ModelCode0
Fourier Boundary Features Network with Wider Catchers for Glass Segmentation—0
Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentationCode0
Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network—0
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks—0
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study—0
Perivascular space Identification Nnunet for Generalised Usage (PINGU)Code1
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
Adaptation of Distinct Semantics for Uncertain Areas in Polyp SegmentationCode0
Investigating the Semantic Robustness of CLIP-based Zero-Shot Anomaly Segmentation—0
Brain MRI detection by Sematic Segmentation models- Transfer Learning approach—0
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation—0
Meta-Learned Modality-Weighted Knowledge Distillation for Robust Multi-Modal Learning with Missing DataCode0
Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP)Code1
Global Motion Understanding in Large-Scale Video Object Segmentation—0
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image SegmentationCode3
VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight BlocksCode1
Prior-guided Diffusion Model for Cell Segmentation in Quantitative Phase Imaging—0
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation—0
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale AttentionCode2
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach—0
MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CTCode2
Automated Cell Structure Extraction for 3D Electron Microscopy by Deep Learning—0
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External DataCode0
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix AugmentationCode0
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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