SOTAVerified

Semantic Segmentation

Papers

Showing 34213430 of 14763 papers

TitleStatusHype
Breaking the Barrier: Selective Uncertainty-based Active Learning for Medical Image SegmentationCode0
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion NetworksCode2
SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data0
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image RestorationCode1
Vanishing-Point-Guided Video Semantic Segmentation of Driving ScenesCode0
ParaTransCNN: Parallelized TransCNN Encoder for Medical Image SegmentationCode1
DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans0
SAM-based instance segmentation models for the automation of structural damage detection0
Biological Valuation Map of Flanders: A Sentinel-2 Imagery Analysis0
Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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