SOTAVerified

Segmentation

Papers

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Showing 4651–4700 of 13072 papers

TitleStatusHype
Kestrel: Point Grounding Multimodal LLM for Part-Aware 3D Vision-Language Understanding—0
CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural networkCode0
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models—0
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images—0
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms—0
The 2024 Brain Tumor Segmentation (BraTS) Challenge: Glioma Segmentation on Post-treatment MRI—0
Brain Tumor Segmentation (BraTS) Challenge 2024: Meningioma Radiotherapy Planning Automated Segmentation—0
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking—0
BAISeg: Boundary Assisted Weakly Supervised Instance SegmentationCode0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
Part123: Part-aware 3D Reconstruction from a Single-view Image—0
Assessment of Left Atrium Motion Deformation Through Full Cardiac Cycle—0
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images—0
ExtremeMETA: High-speed Lightweight Image Segmentation Model by Remodeling Multi-channel Metamaterial Imagers—0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
A Classifier-Free Incremental Learning Framework for Scalable Medical Image Segmentation—0
Video Prediction Models as General Visual Encoders—0
Efficient Temporal Action Segmentation via Boundary-aware Query VotingCode0
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion SegmentationCode0
Motion Segmentation for Neuromorphic Aerial SurveillanceCode0
Hierarchical Loss And Geometric Mask Refinement For Multilabel Ribs Segmentation—0
Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism—0
Visualize and Paint GAN Activations—0
An Empirical Study of Training State-of-the-Art LiDAR Segmentation Models—0
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image SegmentationCode0
Deep Convolutional Neural Networks Meet Variational Shape Compactness Priors for Image Segmentation—0
Automatic diagnosis of cardiac magnetic resonance images based on semi-supervised learning—0
Tuning-free Universally-Supervised Semantic Segmentation—0
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual RepresentationsCode0
Sports center customer segmentation: a case study—0
Exploration of Multi-Scale Image Fusion Systems in Intelligent Medical Image Analysis—0
Iterative Causal Segmentation: Filling the Gap between Market Segmentation and Marketing Strategy—0
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form ClassificationCode0
HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images—0
Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation—0
A label-free and data-free training strategy for vasculature segmentation in serial sectioning OCT data—0
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation—0
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once—0
A temporal enhanced semi-supervised segmentation network for needle detection in 3D ultrasound images—0
Transparency Distortion Robustness for SOTA Image Segmentation Tasks—0
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
EPPS: Advanced Polyp Segmentation via Edge Information Injection and Selective Feature DecouplingCode0
Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGANCode0
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
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation—0
Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches—0
Blackbox Adaptation for Medical Image SegmentationCode0
Automatic segmentation of Organs at Risk in Head and Neck cancer patients from CT and MRI scans—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