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Semantic Segmentation

Papers

Showing 801825 of 14763 papers

TitleStatusHype
Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas0
DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation MapsCode0
Aligning Task- and Reconstruction-Oriented Communications for Edge Intelligence0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials0
SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography ImagesCode1
Distributed U-net model and Image Segmentation for Lung Cancer Detection0
Deep learning based infrared small object segmentation: Challenges and future directions0
RendBEV: Semantic Novel View Synthesis for Self-Supervised Bird's Eye View Segmentation0
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes0
Reinforcement Learning for Ultrasound Image Analysis A Comprehensive Review of Advances and Applications0
Reliable Explainability of Deep Learning Spatial-Spectral Classifiers for Improved Semantic Segmentation in Autonomous Driving0
Vision Foundation Models in Medical Image Analysis: Advances and Challenges0
CARE: Confidence-Aware Regression Estimation of building density fine-tuning EO Foundation Models0
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model0
SegRet: An Efficient Design for Semantic Segmentation with Retentive NetworkCode0
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation0
WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize FieldsCode1
Enhancing Power Grid Inspections with Machine Learning0
Instance-Level Moving Object Segmentation from a Single Image with Events0
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image ClassificationCode0
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation0
WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing0
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified