SOTAVerified

Semantic Segmentation

Papers

Showing 39613970 of 14763 papers

TitleStatusHype
SERE: Exploring Feature Self-relation for Self-supervised TransformerCode1
DINOv2 based Self Supervised Learning For Few Shot Medical Image SegmentationCode1
Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image SegmentationCode1
Exploring Long-Sequence Masked AutoencodersCode1
Anatomy of Domain Shift Impact on U-Net Layers in MRI SegmentationCode1
Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion ModelsCode1
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image SegmentationCode1
Exploring Cross-Image Pixel Contrast for Semantic SegmentationCode1
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic SegmentationCode1
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene ContextsCode1
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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