SOTAVerified

Semantic Segmentation

Papers

Showing 36913700 of 14763 papers

TitleStatusHype
Source-Free Domain Adaptation for Image SegmentationCode1
Deformable ConvNets v2: More Deformable, Better ResultsCode1
Deformable Convolutional NetworksCode1
Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-LabelingCode1
2D Semantic-Guided Semantic Scene CompletionCode1
Sparse Layered Graphs for Multi-Object SegmentationCode1
Deformable Kernel Networks for Joint Image FilteringCode1
Deformable Mamba for Wide Field of View SegmentationCode1
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image SegmentationCode1
EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment AnythingCode1
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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