SOTAVerified

Segmentation

Papers

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Showing 501–525 of 13072 papers

TitleStatusHype
nnInteractive: Redefining 3D Promptable SegmentationCode3
3D Medical Imaging Segmentation on Non-Contrast CT—0
QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter—0
Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing—0
Customized SAM 2 for Referring Remote Sensing Image Segmentation—0
Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation—0
Think Before You Segment: High-Quality Reasoning Segmentation with GPT Chain of Thoughts—0
Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation—0
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma—0
AI-Driven Automated Tool for Abdominal CT Body Composition Analysis in Gastrointestinal Cancer ManagementCode0
Continuous Online Adaptation Driven by User Interaction for Medical Image Segmentation—0
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask DiffusionCode2
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages—0
X-GAN: A Generative AI-Powered Unsupervised Model for Main Vessel Segmentation of Glaucoma ScreeningCode0
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive ReinforcementCode4
A Label-Free High-Precision Residual Moveout Picking Method for Travel Time Tomography based on Deep Learning—0
Segment Anything, Even Occluded—0
Feature-EndoGaussian: Feature Distilled Gaussian Splatting in Surgical Deformable Scene Reconstruction—0
Dynamically evolving segment anything model with continuous learning for medical image segmentation—0
Towards Universal Text-driven CT Image SegmentationCode0
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-PriorCode1
GrInAdapt: Scaling Retinal Vessel Structural Map Segmentation Through Grounding, Integrating and Adapting Multi-device, Multi-site, and Multi-modal Fundus Domains—0
End-to-End Action Segmentation Transformer—0
Enhanced Pediatric Dental Segmentation Using a Custom SegUNet with VGG19 Backbone on Panoramic Radiographs—0
Pathology-Guided AI System for Accurate Segmentation and Diagnosis of Cervical SpondylosisCode0
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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