SOTAVerified

Semantic Segmentation

Papers

Showing 10211030 of 14763 papers

TitleStatusHype
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
An Elastic Interaction-Based Loss Function for Medical Image SegmentationCode1
Boundary-Aware Network for Abdominal Multi-Organ SegmentationCode1
A Hierarchical Probabilistic U-Net for Modeling Multi-Scale AmbiguitiesCode1
Deep learning based geometric registration for medical images: How accurate can we get without visual features?Code1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayersCode1
AlignSeg: Feature-Aligned Segmentation NetworksCode1
Boundary-assisted Region Proposal Networks for Nucleus SegmentationCode1
Deep Label Distribution Learning with Label AmbiguityCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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