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Segmentation

Papers

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Showing 2901–2925 of 13072 papers

TitleStatusHype
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text PromptsCode2
LISA++: An Improved Baseline for Reasoning Segmentation with Large Language ModelCode4
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic SegmentationCode0
Mobility and Cost Aware Inference Accelerating Algorithm for Edge Intelligence—0
2D-Guided 3D Gaussian Segmentation—0
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image SegmentationCode0
SCPMan: Shape Context and Prior Constrained Multi-scale Attention Network for Pancreatic Segmentation—0
SplatMesh: Interactive 3D Segmentation and Editing Using Mesh-Based Gaussian SplattingCode0
Semantic-aware SAM for Point-Prompted Instance SegmentationCode1
UniRef++: Segment Every Reference Object in Spatial and Temporal SpacesCode2
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentationCode0
PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic SegmentationCode1
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning—0
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentationCode2
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentationCode1
FoodLMM: A Versatile Food Assistant using Large Multi-modal Model—0
Automated forest inventory: analysis of high-density airborne LiDAR point clouds with 3D deep learningCode1
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image SegmentationCode1
Variance-insensitive and Target-preserving Mask Refinement for Interactive Image Segmentation—0
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument SegmentationCode1
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly DetectionCode1
A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive PropertiesCode1
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect SegmentationCode1
VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering—0
DVIS++: Improved Decoupled Framework for Universal Video SegmentationCode1
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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