SOTAVerified

Segmentation

Papers

Showing 22012250 of 13072 papers

TitleStatusHype
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical ImagingCode0
Panoptic Segmentation and Labelling of Lumbar Spine Vertebrae using Modified Attention Unet0
CLFT: Camera-LiDAR Fusion Transformer for Semantic Segmentation in Autonomous DrivingCode1
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic SegmentationCode0
Segmentation Quality and Volumetric Accuracy in Medical Imaging0
Quantum Patch-Based Autoencoder for Anomaly SegmentationCode0
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment0
Discriminative features pyramid network for medical image segmentationCode0
Discriminative features pyramid network for medical image segmentationCode0
Boosting Unsupervised Semantic Segmentation with Principal Mask ProposalsCode1
Multimodal Information Interaction for Medical Image SegmentationCode2
RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT AnalysisCode0
A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic SegmentationCode2
Light-weight Retinal Layer Segmentation with Global ReasoningCode0
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors0
DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference0
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models0
MAS-SAM: Segment Any Marine Animal with Aggregated FeaturesCode1
AnoFPDM: Anomaly Segmentation with Forward Process of Diffusion Models for Brain MRICode0
OMEGAS: Object Mesh Extraction from Large Scenes Guided by Gaussian SegmentationCode0
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain0
CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection0
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task InteractionsCode0
PRISM: A Promptable and Robust Interactive Segmentation Model with Visual PromptsCode1
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal SegmentationCode0
X-3D: Explicit 3D Structure Modeling for Point Cloud RecognitionCode1
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical AnnotationCode0
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound ImagesCode1
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos0
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete ModalitiesCode0
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic SurgeryCode1
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation NetworksCode1
A Novel Approach to Chest X-ray Lung Segmentation Using U-net and Modified Convolutional Block Attention Module0
HOIST-Former: Hand-held Objects Identification, Segmentation, and Tracking in the Wild0
GatedLexiconNet: A Comprehensive End-to-End Handwritten Paragraph Text Recognition System0
BC-MRI-SEG: A Breast Cancer MRI Tumor Segmentation Benchmark0
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence ImagesCode0
Turb-Seg-Res: A Segment-then-Restore Pipeline for Dynamic Videos with Atmospheric Turbulence0
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models0
SEGSRNet for Stereo-Endoscopic Image Super-Resolution and Surgical Instrument Segmentation0
Unlocking Robust Segmentation Across All Age Groups via Continual Learning0
BACS: Background Aware Continual Semantic SegmentationCode0
Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear StructuresCode1
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images0
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models0
Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layers0
Weakly Supervised LiDAR Semantic Segmentation via Scatter Image Annotation0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation FrameworkCode2
Contrastive Gaussian Clustering: Weakly Supervised 3D Scene Segmentation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified