SOTAVerified

Semantic Segmentation

Papers

Showing 21312140 of 14763 papers

TitleStatusHype
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image SegmentationCode1
Artificial Pupil Dilation for Data Augmentation in Iris Semantic SegmentationCode1
A Close Look at Spatial Modeling: From Attention to ConvolutionCode1
Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point CloudsCode1
SupeRGB-D: Zero-shot Instance Segmentation in Cluttered Indoor EnvironmentsCode1
On Calibrating Semantic Segmentation Models: Analyses and An AlgorithmCode1
MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth EstimationCode1
DuAT: Dual-Aggregation Transformer Network for Medical Image SegmentationCode1
Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation FrameworkCode1
Masked Event Modeling: Self-Supervised Pretraining for Event CamerasCode1
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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