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Segmentation

Papers

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Showing 3851–3875 of 13072 papers

TitleStatusHype
Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning—0
Structure-Aware Stylized Image Synthesis for Robust Medical Image SegmentationCode0
Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast ObjectsCode0
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation—0
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts—0
Flexible Mesh Segmentation via Reeb Graph Representation of Geometrical and Topological Features—0
Using Diffusion Priors for Video Amodal Segmentation—0
Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor SegmentationCode0
Point-GR: Graph Residual Point Cloud Network for 3D Object Classification and Segmentation—0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution—0
Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation—0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
Panoptic Diffusion Models: co-generation of images and segmentation maps—0
Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch—0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation—0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching—0
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps—0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities—0
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model—0
Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks—0
TACO: Training-free Sound Prompted Segmentation via Semantically Constrained Audio-visual CO-factorization—0
A2VIS: Amodal-Aware Approach to Video Instance 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