SOTAVerified

Segmentation

Papers

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Showing 451–500 of 13072 papers

TitleStatusHype
Adapter is All You Need for Tuning Visual TasksCode2
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular StructuresCode2
A Pilot Study for Chinese SQL Semantic ParsingCode2
Deep Hierarchical Semantic SegmentationCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
CGCOD: Class-Guided Camouflaged Object DetectionCode2
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsCode2
SPINEPS -- Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance SegmentationCode2
Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse ProcessCode2
Subobject-level Image TokenizationCode2
Exploiting Scale-Variant Attention for Segmenting Small Medical ObjectsCode2
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene UnderstandingCode2
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
Test-Time Adaptation with SaLIP: A Cascade of SAM and CLIP for Zero shot Medical Image SegmentationCode2
Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differencesCode2
The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs)Code2
Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT ImagesCode2
TokenUnify: Scalable Autoregressive Visual Pre-training with Mixture Token PredictionCode2
Cross-Image Relational Knowledge Distillation for Semantic SegmentationCode2
TotalVibeSegmentator: Full Body MRI Segmentation for the NAKO and UK BiobankCode2
Towards Generating Realistic 3D Semantic Training Data for Autonomous DrivingCode2
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?Code2
CSAD: Unsupervised Component Segmentation for Logical Anomaly DetectionCode2
CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic SegmentationCode2
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation FrameworkCode2
Transformer-Based Visual Segmentation: A SurveyCode2
TransUNet: Transformers Make Strong Encoders for Medical Image SegmentationCode2
TwinLiteNetPlus: A Stronger Model for Real-time Drivable Area and Lane SegmentationCode2
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic SegmentationCode2
Customized Segment Anything Model for Medical Image SegmentationCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Asymmetric Non-local Neural Networks for Semantic SegmentationCode2
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and FutureCode2
Context-Aware Video Instance SegmentationCode2
Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and AlgorithmsCode2
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and AggregationCode2
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image SegmentationCode2
Universal Segmentation at Arbitrary Granularity with Language InstructionCode2
Unleashing Text-to-Image Diffusion Models for Visual PerceptionCode2
Context Encoding for Semantic SegmentationCode2
Unsupervised Universal Image SegmentationCode2
Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20^th century Urban Landscapes with Satellite ImageriesCode2
VICRegL: Self-Supervised Learning of Local Visual FeaturesCode2
Scalable Video Object Segmentation with Identification MechanismCode2
COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian SplittingCode2
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with TransformersCode2
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box PromptsCode2
Co-Occurrent Features in Semantic SegmentationCode2
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
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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