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Semantic Segmentation

Papers

Showing 59515975 of 14763 papers

TitleStatusHype
Navya3DSeg -- Navya 3D Semantic Segmentation Dataset & split generation for autonomous vehicles0
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search0
Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label0
TFormer: A Transmission-Friendly ViT Model for IoT Devices0
Offline-to-Online Knowledge Distillation for Video Instance Segmentation0
PolyFormer: Referring Image Segmentation as Sequential Polygon GenerationCode1
Optimal Transport for Change Detection on LiDAR Point CloudsCode0
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic SegmentationCode1
A Deep Learning-based Global and Segmentation-based Semantic Feature Fusion Approach for Indoor Scene Classification0
Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology0
CEDNet: A Cascade Encoder-Decoder Network for Dense PredictionCode1
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentationCode1
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered EnvironmentCode0
Semantic Image Segmentation: Two Decades of Research0
PUPS: Point Cloud Unified Panoptic Segmentation0
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget0
Self-supervised pseudo-colorizing of masked cellsCode0
Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking ApplicationsCode1
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft LabelsCode1
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image AnalysisCode1
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Lithium Metal Battery Quality Control via Transformer-CNN Segmentation0
IH-ViT: Vision Transformer-based Integrated Circuit Appear-ance Defect Detection0
Towards Geospatial Foundation Models via Continual PretrainingCode1
Optimized Hybrid Focal Margin Loss for Crack Segmentation0
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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