SOTAVerified

Semantic Segmentation

Papers

Showing 35613570 of 14763 papers

TitleStatusHype
BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic SegmentationCode1
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic SegmentationCode1
DropLoss for Long-Tail Instance SegmentationCode1
Enhancing Organ at Risk Segmentation with Improved Deep Neural NetworksCode1
BARS: A Benchmark for Airport Runway SegmentationCode1
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological ImagesCode1
DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image SegmentationCode1
DSAT-Net: Dual Spatial Attention Transformer for Building Extraction from Aerial ImagesCode1
Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2Code1
Enhancing surgical instrument segmentation: integrating vision transformer insights with adapterCode1
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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