SOTAVerified

Semantic Segmentation

Papers

Showing 18211830 of 14763 papers

TitleStatusHype
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image SegmentationCode1
Belief Propagation Reloaded: Learning BP-Layers for Labeling ProblemsCode1
A Robust Feature Downsampling Module for Remote Sensing Visual TasksCode1
Deformable ConvNets v2: More Deformable, Better ResultsCode1
Bidirectional Projection Network for Cross Dimension Scene UnderstandingCode1
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesCode1
DeepVoxNet2: Yet another CNN frameworkCode1
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological imagesCode1
Deformable Convolutional NetworksCode1
DeiT III: Revenge of the ViTCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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