SOTAVerified

Semantic Segmentation

Papers

Showing 18811890 of 14763 papers

TitleStatusHype
Segment Everything Everywhere All at OnceCode1
Boosting Video Object Segmentation via Space-time Correspondence LearningCode1
Improving Segmentation of Objects with Varying Sizes in Biomedical Images using Instance-wise and Center-of-Instance Segmentation Loss FunctionCode1
RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionCode1
Segment Anything Is Not Always Perfect: An Investigation of SAM on Different Real-world ApplicationsCode1
Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guideCode1
A Closer Look at the Explainability of Contrastive Language-Image Pre-trainingCode1
Mask-conditioned latent diffusion for generating gastrointestinal polyp imagesCode1
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image SegmentationCode1
Federated Incremental Semantic SegmentationCode1
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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