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Semantic Segmentation

Papers

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Showing 7951–7975 of 14763 papers

TitleStatusHype
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention—0
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes—0
An Efficient Polyp Segmentation Network—0
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs—0
Weakly Supervised Semantic Segmentation using Out-of-Distribution DataCode0
Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes—0
NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation PipelineCode1
RankSeg: Adaptive Pixel Classification with Image Category Ranking for SegmentationCode1
Boosting Mask R-CNN Performance for Long, Thin Forensic Traces with Pre-Segmentation and IoU Region Merging—0
E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance SegmentationCode2
Clustering and classification of low-dimensional data in explicit feature map domain: intraoperative pixel-wise diagnosis of adenocarcinoma of a colon in a liver—0
Stepwise Feature Fusion: Local Guides GlobalCode1
Monocular Robot Navigation with Self-Supervised Pretrained Vision Transformers—0
Semantic Segmentation in Art PaintingsCode1
Signature and Log-signature for the Study of Empirical Distributions Generated with GANsCode0
End-to-end video instance segmentation via spatial-temporal graph neural networksCode0
Cartoon-texture evolution for two-region image segmentation—0
A novel shape-based loss function for machine learning-based seminal organ segmentation in medical imaging—0
Depth-SIMS: Semi-Parametric Image and Depth Synthesis—0
Highly Accurate Dichotomous Image SegmentationCode4
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic SegmentationCode1
On Steering Multi-Annotations per Sample for Multi-Task Learning—0
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images—0
Multi-class Token Transformer for Weakly Supervised Semantic SegmentationCode1
Deep-ASPECTS: A Segmentation-Assisted Model for Stroke Severity Measurement—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