SOTAVerified

Segmentation

Papers

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Showing 1651–1700 of 13072 papers

TitleStatusHype
MSA^2Net: Multi-scale Adaptive Attention-guided Network for Medical Image SegmentationCode2
Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2Code0
Automated Sperm Morphology Analysis Based on Instance-Aware Part Segmentation—0
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation—0
MaskUno: Switch-Split Block For Enhancing Instance Segmentation—0
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation—0
WAS: Dataset and Methods for Artistic Text SegmentationCode1
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object SegmentationCode0
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image SegmentationCode0
Fine-grained Metrics for Point Cloud Semantic Segmentation—0
Enhanced Uncertainty Estimation in Ultrasound Image Segmentation with MSU-Net—0
Robust Box Prompt based SAM for Medical Image Segmentation—0
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation FrameworkCode2
Distribution-Aware Replay for Continual MRI Segmentation—0
Learning Ordinality in Semantic Segmentation—0
3D-GRES: Generalized 3D Referring Expression SegmentationCode1
Weakly Supervised Intracranial Hemorrhage Segmentation with YOLO and an Uncertainty Rectified Segment Anything Model—0
Dense Self-Supervised Learning for Medical Image Segmentation—0
Two-Phase Segmentation Approach for Accurate Left Ventricle Segmentation in Cardiac MRI using Machine Learning—0
Yucca: A Deep Learning Framework For Medical Image AnalysisCode1
Word Segmentation for Asian Languages: Chinese, Korean, and Japanese—0
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention UnderstandingCode0
Optimizing Synthetic Data for Enhanced Pancreatic Tumor SegmentationCode0
Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion ApproachCode0
Few-Shot Medical Image Segmentation with Large Kernel Attention—0
Polyp segmentation in colonoscopy images using DeepLabV3++—0
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation—0
How good nnU-Net for Segmenting Cardiac MRI: A Comprehensive Evaluation—0
A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention—0
How to Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-angle Maximum Intensity Projections and Diffusion ModelsCode0
GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model—0
Retinal IPA: Iterative KeyPoints Alignment for Multimodal Retinal ImagingCode0
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception—0
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution KernelsCode1
RefMask3D: Language-Guided Transformer for 3D Referring SegmentationCode2
Unsupervised Training of Neural Cellular Automata on Edge DevicesCode1
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework—0
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
Image Segmentation via Divisive Normalization: dealing with environmental diversity—0
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and InterpretabilityCode1
Guided Latent Slot Diffusion for Object-Centric Learning—0
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image SegmentationCode1
Deep Spherical SuperpixelsCode0
EAFormer: Scene Text Segmentation with Edge-Aware TransformersCode3
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation—0
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic SegmentationCode1
Enhancing Environmental Monitoring through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside WasteCode0
Navigating Uncertainty in Medical Image Segmentation—0
EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified DecoderCode1
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation—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