SOTAVerified

Segmentation

Papers

Showing 13011350 of 13072 papers

TitleStatusHype
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Weakly Supervised 3D Open-vocabulary SegmentationCode1
Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic SegmentationCode1
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationCode1
UVOSAM: A Mask-free Paradigm for Unsupervised Video Object Segmentation via Segment Anything ModelCode1
Semantic-Promoted Debiasing and Background Disambiguation for Zero-Shot Instance SegmentationCode1
JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded SystemsCode1
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech ModelCode1
When SAM Meets Shadow DetectionCode1
Object Segmentation by Mining Cross-Modal SemanticsCode1
AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT ImagesCode1
One-Prompt to Segment All Medical ImagesCode1
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion ModelCode1
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing FlowCode1
MaxViT-UNet: Multi-Axis Attention for Medical Image SegmentationCode1
Not All Pixels Are Equal: Learning Pixel Hardness for Semantic SegmentationCode1
Meta-Polyp: a baseline for efficient Polyp segmentationCode1
Music Rearrangement Using Hierarchical SegmentationCode1
FreePoint: Unsupervised Point Cloud Instance SegmentationCode1
Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networksCode1
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentationCode1
VCSUM: A Versatile Chinese Meeting Summarization DatasetCode1
Self-supervised dense representation learning for live-cell microscopy with time arrow predictionCode1
SwinDocSegmenter: An End-to-End Unified Domain Adaptive Transformer for Document Instance SegmentationCode1
AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image SegmentationCode1
Annotation-efficient learning for OCT segmentationCode1
Semi-Supervised Segmentation of Functional Tissue Units at the Cellular LevelCode1
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?Code1
CLUSTSEG: Clustering for Universal SegmentationCode1
Revisiting the Encoding of Satellite Image Time SeriesCode1
InconSeg: Residual-Guided Fusion With Inconsistent Multi-Modal Data for Negative and Positive Road Obstacles SegmentationCode1
RT-K-Net: Revisiting K-Net for Real-Time Panoptic SegmentationCode1
Expectation Maximization Pseudo LabelsCode1
Probabilistic 3D segmentation for aleatoric uncertainty quantification in full 3D medical dataCode1
Rethinking Boundary Detection in Deep Learning Models for Medical Image SegmentationCode1
MARS: Mask Attention Refinement with Sequential Quadtree Nodes for Car Damage Instance SegmentationCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Polyp-SAM: Transfer SAM for Polyp SegmentationCode1
Raidionics: an open software for pre- and postoperative central nervous system tumor segmentation and standardized reportingCode1
Event-Free Moving Object Segmentation from Moving Ego VehicleCode1
Segment Anything Model for Medical Images?Code1
Adaptive-Mask Fusion Network for Segmentation of Drivable Road and Negative Obstacle With Untrustworthy FeaturesCode1
Instance Segmentation in the DarkCode1
EDAPS: Enhanced Domain-Adaptive Panoptic SegmentationCode1
A Review of Panoptic Segmentation for Mobile Mapping Point CloudsCode1
Zero-shot Unsupervised Transfer Instance SegmentationCode1
GazeSAM: What You See is What You SegmentCode1
DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion modelsCode1
Learnable Ophthalmology SAMCode1
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical SegmentationCode1
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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