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Semantic Segmentation

Papers

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Showing 4171–4180 of 14763 papers

TitleStatusHype
Diverse Sampling for Self-Supervised Learning of Semantic Segmentation—0
Fair Risk Control: A Generalized Framework for Calibrating Multi-group Fairness Risks—0
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery—0
Adaptive Mix for Semi-Supervised Medical Image Segmentation—0
FAIRS -- Soft Focus Generator and Attention for Robust Object Segmentation from Extreme Points—0
An Efficient Polyp Segmentation Network—0
4D CNN for semantic segmentation of cardiac volumetric sequences—0
Boundary-Aware 3D Building Reconstruction From a Single Overhead Image—0
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation—0
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation—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