SOTAVerified

Semantic Segmentation

Papers

Showing 481490 of 14763 papers

TitleStatusHype
Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation?Code2
PEM: Prototype-based Efficient MaskFormer for Image SegmentationCode2
Deep Video Prior for Video Consistency and PropagationCode2
Densely Connected Parameter-Efficient Tuning for Referring Image SegmentationCode2
PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease SegmentationCode2
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image SegmentationCode2
Deep Hierarchical Semantic SegmentationCode2
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image SegmentationCode2
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future DirectionsCode2
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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