SOTAVerified

Semantic Segmentation

Papers

Showing 70017025 of 14763 papers

TitleStatusHype
Is Continual Learning Ready for Real-world Challenges?0
Foundation AI Model for Medical Image Segmentation0
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields0
ISCUTE: Instance Segmentation of Cables Using Text Embedding0
Deep learning for image segmentation: veritable or overhyped?0
Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models0
Continual Learning with Evolving Class Ontologies0
Comprehensive Multi-Modal Interactions for Referring Image Segmentation0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees0
ASLseg: Adapting SAM in the Loop for Semi-supervised Liver Tumor Segmentation0
iShape: A First Step Towards Irregular Shape Instance Segmentation0
Is Image Super-resolution Helpful for Other Vision Tasks?0
A dynamic interactive learning framework for automated 3D medical image segmentation0
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation0
ForestEyes Project: Conception, Enhancements, and Challenges0
Forest and Water Bodies Segmentation Through Satellite Images Using U-Net0
Open Compound Domain Adaptation0
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset0
Learning Where to Look: Data-Driven Viewpoint Set Selection for 3D Scenes0
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion0
Deep learning architectures for automated image segmentation0
ISP Distillation0
Foreground object segmentation in RGB-D data implemented on GPU0
Is SAM 2 Better than SAM in Medical Image Segmentation?0
Foreground Clustering for Joint Segmentation and Localization in Videos and Images0
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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