SOTAVerified

Segmentation

Papers

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Showing 51–100 of 13072 papers

TitleStatusHype
Weighted Mean Frequencies: a handcraft Fourier feature for 4D Flow MRI segmentation—0
Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language ModelsCode1
Systematic Review of Pituitary Gland and Pituitary Adenoma Automatic Segmentation Techniques in Magnetic Resonance Imaging—0
ReCoGNet: Recurrent Context-Guided Network for 3D MRI Prostate Segmentation—0
PicoSAM2: Low-Latency Segmentation In-Sensor for Edge Vision Applications—0
SafeClick: Error-Tolerant Interactive Segmentation of Any Medical Volumes via Hierarchical Expert ConsensusCode0
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation BoosterCode2
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module ExplorationCode1
CF-Seg: Counterfactuals meet Segmentation—0
Spatially-Aware Evaluation of Segmentation Uncertainty—0
Spatio-spectral diarization of meetings by combining TDOA-based segmentation and speaker embedding-based clusteringCode0
Baltimore Atlas: FreqWeaver Adapter for Semi-supervised Ultra-high Spatial Resolution Land Cover Classification—0
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention—0
CLAIM: Clinically-Guided LGE Augmentation for Realistic and Diverse Myocardial Scar Synthesis and SegmentationCode0
Latent Anomaly Detection: Masked VQ-GAN for Unsupervised Segmentation in Medical CBCT—0
BRISC: Annotated Dataset for Brain Tumor Segmentation and Classification with Swin-HAFNet—0
VisText-Mosquito: A Multimodal Dataset and Benchmark for AI-Based Mosquito Breeding Site Detection and ReasoningCode0
Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation—0
Towards Reliable WMH Segmentation under Domain Shift: An Application Study using Maximum Entropy Regularization to Improve Uncertainty Estimation—0
DepthSeg: Depth prompting in remote sensing semantic segmentation—0
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects—0
MorphSAM: Learning the Morphological Prompts from Atlases for Spine Image Segmentation—0
Simple is what you need for efficient and accurate medical image segmentationCode0
Open-Set LiDAR Panoptic Segmentation Guided by Uncertainty-Aware Learning—0
Combining Self-attention and Dilation Convolutional for Semantic Segmentation of Coal Maceral Groups—0
Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation—0
3D Skin Segmentation Methods in Medical Imaging: A Comparison—0
crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023—0
FAD-Net: Frequency-Domain Attention-Guided Diffusion Network for Coronary Artery Segmentation using Invasive Coronary Angiography—0
MRI-CORE: A Foundation Model for Magnetic Resonance Imaging—0
TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models—0
Prohibited Items Segmentation via Occlusion-aware Bilayer ModelingCode0
MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models—0
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models—0
SLICK: Selective Localization and Instance Calibration for Knowledge-Enhanced Car Damage Segmentation in Automotive Insurance—0
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation—0
ALBERT: Advanced Localization and Bidirectional Encoder Representations from Transformers for Automotive Damage Evaluation—0
Semantic Localization Guiding Segment Anything Model For Reference Remote Sensing Image Segmentation—0
SWDL: Stratum-Wise Difference Learning with Deep Laplacian Pyramid for Semi-Supervised 3D Intracranial Hemorrhage SegmentationCode0
VINCIE: Unlocking In-context Image Editing from Video—0
Accurate and efficient zero-shot 6D pose estimation with frozen foundation models—0
HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person ScenariosCode0
ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models—0
Enhancing Human-Robot Collaboration: A Sim2Real Domain Adaptation Algorithm for Point Cloud Segmentation in Industrial Environments—0
The Four Color Theorem for Cell Instance SegmentationCode1
Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20^th century Urban Landscapes with Satellite ImageriesCode2
Segment This Thing: Foveated Tokenization for Efficient Point-Prompted SegmentationCode2
DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View—0
Rethinking Range-View LiDAR Segmentation in Adverse Weather—0
MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysisCode1
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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