SOTAVerified

Segmentation

Papers

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Showing 951–1000 of 13072 papers

TitleStatusHype
QCResUNet: Joint Subject-level and Voxel-level Segmentation Quality PredictionCode0
XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision XLSTM and Heteromodal Variational Encoder-DecoderCode1
BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans—0
CAD-Unet: A Capsule Network-Enhanced Unet Architecture for Accurate Segmentation of COVID-19 Lung Infections from CT ImagesCode0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map SegmentationCode0
GCUNet: A GNN-Based Contextual Learning Network for Tertiary Lymphoid Structure Semantic Segmentation in Whole Slide Image—0
3D Graph Attention Networks for High Fidelity Pediatric Glioma Segmentation—0
MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One DayCode1
CLIP-TNseg: A Multi-Modal Hybrid Framework for Thyroid Nodule Segmentation in Ultrasound ImagesCode1
DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based ServicesCode0
Osteoporosis Prediction from Hand X-ray Images Using Segmentation-for-Classification and Self-Supervised Learning—0
Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functionsCode0
Unsupervised Segmentation by Diffusing, Walking and Cutting—0
Flexible Mesh Segmentation via Reeb Graph Representation of Geometrical and Topological Features—0
Using Diffusion Priors for Video Amodal Segmentation—0
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
Mask-Adapter: The Devil is in the Masks for Open-Vocabulary SegmentationCode2
Magnetic Resonance Imaging Feature-Based Subtyping and Model Ensemble for Enhanced Brain Tumor SegmentationCode0
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
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems—0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
Understanding the Impact of Evaluation Metrics in Kinetic Models for Consensus-based Segmentation—0
Point-GR: Graph Residual Point Cloud Network for 3D Object Classification and Segmentation—0
Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic DataCode0
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution—0
Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch—0
Panoptic Diffusion Models: co-generation of images and segmentation maps—0
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching—0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps—0
RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression SegmentationCode1
U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities—0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation—0
TACO: Training-free Sound Prompted Segmentation via Semantically Constrained Audio-visual CO-factorization—0
Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks—0
Multi-Granularity Video Object SegmentationCode1
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion SegmentationCode1
A2VIS: Amodal-Aware Approach to Video Instance Segmentation—0
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model—0
Detection, Pose Estimation and Segmentation for Multiple Bodies: Closing the Virtuous CircleCode3
CellSeg1: Robust Cell Segmentation with One Training ImageCode1
Token Cropr: Faster ViTs for Quite a Few TasksCode1
TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT—0
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps—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