SOTAVerified

Semantic Segmentation

Papers

Showing 33513360 of 14763 papers

TitleStatusHype
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation PipelineCode1
DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual TasksCode1
Algorithm-hardware Co-design for Deformable ConvolutionCode1
Recall Loss for Imbalanced Image Classification and Semantic SegmentationCode1
BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net modelsCode1
Effective Self-supervised Pre-training on Low-compute Networks without DistillationCode1
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image SegmentationCode1
DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian SplattingCode1
DCT-Mask: Discrete Cosine Transform Mask Representation for Instance SegmentationCode1
Effective semantic segmentation in Cataract Surgery: What matters most?Code1
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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