SOTAVerified

Semantic Segmentation

Papers

Showing 12911300 of 14763 papers

TitleStatusHype
A Hitchhiker's Guide to Understanding Performances of Two-Class Classifiers0
GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel ClusteringCode0
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated ModalitiesCode1
Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype0
Biologically-inspired Semi-supervised Semantic Segmentation for Biomedical ImagingCode0
Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspectiveCode0
Progressive Vision-Language Prompt for Multi-Organ Multi-Class Cell Semantic Segmentation with Single Branch0
Designing DNNs for a trade-off between robustness and processing performance in embedded devices0
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution0
Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis0
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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