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Semantic Segmentation

Papers

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Showing 4826–4850 of 14763 papers

TitleStatusHype
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model—0
Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation—0
Geometric Framework for Cell Oversegmentation—0
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability—0
Baybayin Character Instance Detection—0
Deep Learning Shape Priors for Object Segmentation—0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
GCUNet: A GNN-Based Contextual Learning Network for Tertiary Lymphoid Structure Semantic Segmentation in Whole Slide Image—0
BATseg: Boundary-aware Multiclass Spinal Cord Tumor Segmentation on 3D MRI Scans—0
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network—0
Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks—0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation—0
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation—0
Actor-Action Semantic Segmentation with Region Masks—0
Deep learning networks for selection of persistent scatterer pixels in multi-temporal SAR interferometric processing—0
Deep Learning Model with GA based Feature Selection and Context Integration—0
A Methodological Review of Visual Road Recognition Procedures for Autonomous Driving Applications—0
Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma—0
Deep Learning Models for Visual Inspection on Automotive Assembling Line—0
GCISG: Guided Causal Invariant Learning for Improved Syn-to-real Generalization—0
Deep Learning Markov Random Field for Semantic Segmentation—0
Base Layer Efficiency in Scalable Human-Machine Coding—0
Deep Learning in Multi-organ Segmentation—0
Deep Learning in Medical Ultrasound Image Segmentation: a Review—0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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