SOTAVerified

Segmentation

Papers

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Showing 1001–1050 of 13072 papers

TitleStatusHype
Token Cropr: Faster ViTs for Quite a Few TasksCode1
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation—0
Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck CancerCode0
Towards Pixel-Level Prediction for Gaze Following: Benchmark and Approach—0
Multi-scale Feature Enhancement in Multi-task Learning for Medical Image Analysis—0
LMSeg: Unleashing the Power of Large-Scale Models for Open-Vocabulary Semantic Segmentation—0
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model—0
FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation—0
Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection EngineCode0
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation—0
CovHuSeg: An Enhanced Approach for Kidney Pathology Segmentation—0
Efficient Track AnythingCode7
FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation—0
InstanceGaussian: Appearance-Semantic Joint Gaussian Representation for 3D Instance-Level Perception—0
Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary SegmentationCode2
On Moving Object Segmentation from Monocular Video with Transformers—0
MRI Breast tissue segmentation using nnU-Net for biomechanical modeling—0
RoMo: Robust Motion Segmentation Improves Structure from Motion—0
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion PriorCode0
Leveraging Semantic Asymmetry for Precise Gross Tumor Volume Segmentation of Nasopharyngeal Carcinoma in Planning CT—0
Towards Cross-device and Training-free Robotic Grasping in 3D Open World—0
Evaluating and Improving the Effectiveness of Synthetic Chest X-Rays for Medical Image Analysis—0
GLS: Geometry-aware 3D Language Gaussian SplattingCode0
PDZSeg: Adapting the Foundation Model for Dissection Zone Segmentation with Visual Prompts in Robot-assisted Endoscopic Submucosal DissectionCode0
Exploring Superpixel Segmentation Methods in the Context of Citizen Science and Deforestation Detection—0
Rapid Distributed Fine-tuning of a Segmentation Model Onboard SatellitesCode0
An Ensemble Approach for Brain Tumor Segmentation and Synthesis—0
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving—0
HyperSeg: Towards Universal Visual Segmentation with Large Language ModelCode2
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting—0
cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image SynthesisCode1
Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification—0
SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation—0
ΩSFormer: Dual-Modal Ω-like Super-Resolution Transformer Network for Cross-scale and High-accuracy Terraced Field Vectorization Extraction—0
TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation—0
vesselFM: A Foundation Model for Universal 3D Blood Vessel SegmentationCode2
A Bilayer Segmentation-Recombination Network for Accurate Segmentation of Overlapping C. elegans—0
U-WNO:U-Net-enhanced Wavelet Neural Operator for fetal head segmentation—0
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical ImagingCode1
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse HistopathologyCode0
A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged RoadsCode0
Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking—0
Deformable Mamba for Wide Field of View SegmentationCode1
UltraSam: A Foundation Model for Ultrasound using Large Open-Access Segmentation DatasetsCode2
Recent Trends in Linear Text Segmentation: a Survey—0
Weakly supervised image segmentation for defect-based grading of fresh produceCode0
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation—0
Learn from Foundation Model: Fruit Detection Model without Manual AnnotationCode1
Peritumoral Expansion Radiomics for Improved Lung Cancer ClassificationCode1
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
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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