SOTAVerified

Segmentation

Papers

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Showing 1401–1450 of 13072 papers

TitleStatusHype
Performance of Human Annotators in Object Detection and Segmentation of Remotely Sensed Data—0
Data-Centric Strategies for Overcoming PET/CT Heterogeneity: Insights from the AutoPET III Lesion Segmentation ChallengeCode0
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images—0
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation—0
A Simple HMM with Self-Supervised Representations for Phone Segmentation—0
Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma SegmentationCode0
REG: Refined Generalized Focal Loss for Road Asset Detection on Thai Highways Using Vision-Based Detection and Segmentation ModelsCode0
Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer settingCode0
Resolving Inconsistent Semantics in Multi-Dataset Image Segmentation—0
An Augmentation-based Model Re-adaptation Framework for Robust Image Segmentation—0
Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 ModelCode2
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
SAM-OCTA2: Layer Sequence OCTA Segmentation with Fine-tuned Segment Anything Model 2Code1
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
VLTP: Vision-Language Guided Token Pruning for Task-Oriented SegmentationCode0
Generalization Boosted Adapter for Open-Vocabulary Segmentation—0
PSTNet: Enhanced Polyp Segmentation with Multi-scale Alignment and Frequency Domain Integration—0
Improved Unet model for brain tumor image segmentation based on ASPP-coordinate attention mechanism—0
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion SegmentationCode0
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation—0
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?Code1
Bayesian Self-Training for Semi-Supervised 3D Segmentation—0
Effective Segmentation of Post-Treatment Gliomas Using Simple Approaches: Artificial Sequence Generation and Ensemble Models—0
Open Source Infrastructure for Automatic Cell Segmentation—0
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image SegmentationCode0
UNIT: Unsupervised Online Instance Segmentation through Time—0
AutoPET Challenge: Tumour Synthesis for Data Augmentation—0
AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ SegmentationCode0
Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding—0
An Unsupervised Dialogue Topic Segmentation Model Based on Utterance Rewriting—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
Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal ReasoningCode1
Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative LearningCode0
RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputsCode0
Sam2Rad: A Segmentation Model for Medical Images with Learnable PromptsCode1
Shadow Removal Refinement via Material-Consistent Shadow Edges—0
Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer—0
A Likelihood Ratio-Based Approach to Segmenting Unknown ObjectsCode1
UdeerLID+: Integrating LiDAR, Image, and Relative Depth with Semi-Supervised—0
DetailCLIP: Detail-Oriented CLIP for Fine-Grained TasksCode2
Advancing Topic Segmentation of Broadcasted Speech with Multilingual Semantic EmbeddingsCode0
Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement—0
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger GuidanceCode0
SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching—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