SOTAVerified

Semantic Segmentation

Papers

Showing 31713180 of 14763 papers

TitleStatusHype
Decoupled Dynamic Filter NetworksCode1
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel SegmentationCode1
Zero-Shot Semantic SegmentationCode1
Cross-View Image Synthesis using Conditional GANsCode1
Cross-View Regularization for Domain Adaptive Panoptic SegmentationCode1
Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image SegmentationCode1
Cross-view Transformers for real-time Map-view Semantic SegmentationCode1
Decoupled Local Aggregation for Point Cloud LearningCode1
AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D ScansCode1
Learning Topological Interactions for Multi-Class Medical Image SegmentationCode1
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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