SOTAVerified

Semantic Segmentation

Papers

Showing 16611670 of 14763 papers

TitleStatusHype
A Simple Image Segmentation Framework via In-Context ExamplesCode2
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
A Mathematical Explanation of UNet0
DB-SAM: Delving into High Quality Universal Medical Image SegmentationCode1
Optimizing Medical Image Segmentation with Advanced Decoder DesignCode0
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic SegmentationCode0
SpecSAR-Former: A Lightweight Transformer-based Network for Global LULC Mapping Using Integrated Sentinel-1 and Sentinel-2Code0
Conformal confidence sets for biomedical image segmentation0
Semantic Segmentation Based Quality Control of Histopathology Whole Slide ImagesCode0
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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