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Semantic Segmentation

Papers

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Showing 6826–6850 of 14763 papers

TitleStatusHype
Instance Segmentation of Industrial Point Cloud Data—0
Deep Attention Unet: A Network Model with Global Feature Perception Ability—0
Instance Segmentation of Multiple Myeloma Cells via Hybrid Task Cascade—0
Instance Segmentation of Reinforced Concrete Bridges with Synthetic Point Clouds—0
Instance Segmentation of Scene Sketches Using Natural Image Priors—0
From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations—0
Assessing SAM for Tree Crown Instance Segmentation from Drone Imagery—0
Go Wider: An Efficient Neural Network for Point Cloud Analysis via Group Convolutions—0
Instance Segmentation with Cross-Modal Consistency—0
Concurrent Discrimination and Alignment for Self-Supervised Feature Learning—0
Instance Segmentation with Point Supervision—0
Instance segmentation with the number of clusters incorporated in embedding learning—0
Instance Segmentation XXL-CT Challenge of a Historic Airplane—0
Instance-sensitive Fully Convolutional Networks—0
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation—0
Instance-Specific Feature Propagation for Referring Segmentation—0
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions—0
Concept Mask: Large-Scale Segmentation from Semantic Concepts—0
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation—0
Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation—0
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation—0
Concept Guided Co-saliency Objection Detection—0
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation—0
Frequency Dropout: Feature-Level Regularization via Randomized Filtering—0
Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

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