SOTAVerified

Segmentation

Papers

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Showing 4201–4250 of 13072 papers

TitleStatusHype
Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer settingCode0
REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways Using Vision-Based Detection and Segmentation ModelsCode0
A Simple HMM with Self-Supervised Representations for Phone Segmentation—0
Resolving Inconsistent Semantics in Multi-Dataset Image Segmentation—0
An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation—0
Multi-Scale Grouped Prototypes for Interpretable Semantic SegmentationCode0
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation—0
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM—0
VLTP: Vision-Language Guided Token Pruning for Task-Oriented SegmentationCode0
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion SegmentationCode0
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation—0
PSTNet: Enhanced Polyp Segmentation with Multi-scale Alignment and Frequency Domain Integration—0
Generalization Boosted Adapter for Open-Vocabulary Segmentation—0
Enhanced Small Ship Segmentation with Optimized ScatYOLOv8+CBAM on Embedded Systems—0
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images—0
Improved Unet model for brain tumor image segmentation based on ASPP-coordinate attention mechanism—0
Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding—0
Open Source Infrastructure for Automatic Cell Segmentation—0
Bayesian Self-Training for Semi-Supervised 3D Segmentation—0
AutoPET Challenge: Tumour Synthesis for Data Augmentation—0
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image SegmentationCode0
AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ SegmentationCode0
UNIT: Unsupervised Online Instance Segmentation through Time—0
An Unsupervised Dialogue Topic Segmentation Model Based on Utterance Rewriting—0
Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models—0
Dual channel CW nnU-Net for 3D PET-CT Lesion Segmentation in 2024 autoPET III ChallengeCode0
DS-ViT: Dual-Stream Vision Transformer for Cross-Task Distillation in Alzheimer's Early Diagnosis—0
Insight Any Instance: Promptable Instance Segmentation for Remote Sensing Images—0
PaveSAM Segment Anything for Pavement Distress—0
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
Shadow Removal Refinement via Material-Consistent Shadow Edges—0
UdeerLID+: Integrating LiDAR, Image, and Relative Depth with Semi-Supervised—0
RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputsCode0
Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer—0
Advancing Topic Segmentation of Broadcasted Speech with Multilingual Semantic EmbeddingsCode0
SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching—0
Segmentation by Factorization: Unsupervised Semantic Segmentation for Pathology by Factorizing Foundation Model Features—0
ICPR 2024 Competition on Safe Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather Conditions—0
An Atmospheric Correction Integrated LULC Segmentation Model for High-Resolution Satellite Imagery—0
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation—0
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger GuidanceCode0
LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation—0
Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement—0
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac SegmentationCode0
Robust Real-time Segmentation of Bio-Morphological Features in Human Cherenkov Imaging during Radiotherapy via Deep Learning—0
FIF-UNet: An Efficient UNet Using Feature Interaction and Fusion for Medical Image Segmentation—0
Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels—0
Advancing SEM Based Nano-Scale Defect Analysis in Semiconductor Manufacturing for Advanced IC Nodes—0
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRICode0
Boundary feature fusion network for tooth image 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