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Segmentation

Papers

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Showing 451–475 of 13072 papers

TitleStatusHype
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency RelearningCode0
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous FlightCode1
SemanticFlow: A Self-Supervised Framework for Joint Scene Flow Prediction and Instance Segmentation in Dynamic Environments—0
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes—0
Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and TrackingCode0
MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning SegmentationCode1
Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image SegmentationCode1
Rethinking End-to-End 2D to 3D Scene Segmentation in Gaussian SplattingCode2
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point CloudsCode0
Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering—0
RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT—0
Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic SegmentationCode0
MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts—0
A Revisit to the Decoder for Camouflaged Object Detection—0
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal ModelCode2
TriLiteNet: Lightweight Model for Multi-Task Visual PerceptionCode1
SAM2 for Image and Video Segmentation: A Comprehensive Survey—0
SED-MVS: Segmentation-Driven and Edge-Aligned Deformation Multi-View Stereo with Depth Restoration and Occlusion Constraint—0
3D Hierarchical Panoptic Segmentation in Real Orchard Environments Across Different SensorsCode0
Segment Any-Quality Images with Generative Latent Space Enhancement—0
Point Cloud Based Scene Segmentation: A Survey—0
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows—0
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
E-SAM: Training-Free Segment Every Entity Model—0
ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving ObjectCode2
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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