SOTAVerified

Semantic Segmentation

Papers

Showing 491500 of 14763 papers

TitleStatusHype
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future DirectionsCode2
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual RecognitionCode2
Deep Hierarchical Semantic SegmentationCode2
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
QuadTree Attention for Vision TransformersCode2
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
RangeUDF: Semantic Surface Reconstruction from 3D Point CloudsCode2
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
AiTLAS: Artificial Intelligence Toolbox for Earth ObservationCode2
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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