SOTAVerified

Semantic Segmentation

Papers

Showing 34113420 of 14763 papers

TitleStatusHype
Automating MedSAM by Learning Prompts with Weak Few-Shot SupervisionCode1
Rethinking Learnable Tree Filter for Generic Feature TransformCode1
EfficientSeg: An Efficient Semantic Segmentation NetworkCode1
Rethinking Pre-training and Self-trainingCode1
Efficient Self-supervised Vision Pretraining with Local Masked ReconstructionCode1
Efficient RGB-D Semantic Segmentation for Indoor Scene AnalysisCode1
AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018Code1
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object SegmentationCode1
Efficient Regional Memory Network for Video Object SegmentationCode1
Efficient Semantic Segmentation by Altering Resolutions for Compressed VideosCode1
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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