SOTAVerified

Semantic Segmentation

Papers

Showing 40714080 of 14763 papers

TitleStatusHype
Boundary-assisted Region Proposal Networks for Nucleus SegmentationCode1
Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic SegmentationCode1
Weakly-supervised continual learning for class-incremental segmentationCode1
DIVA-DAF: A Deep Learning Framework for Historical Document Image AnalysisCode1
Divergences in Color Perception between Deep Neural Networks and HumansCode1
SERE: Exploring Feature Self-relation for Self-supervised TransformerCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
Diverse Branch Block: Building a Convolution as an Inception-like UnitCode1
Diverse Image Synthesis from Semantic Layouts via Conditional IMLECode1
Boundary Difference Over Union Loss For 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