SOTAVerified

Semantic Segmentation

Papers

Showing 21012110 of 14763 papers

TitleStatusHype
Medical SAM 2: Segment medical images as video via Segment Anything Model 2Code4
SAM 2: Segment Anything in Images and VideosCode12
Synthetic dual image generation for reduction of labeling efforts in semantic segmentation of micrographs with a customized metric function0
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native SegmentationCode1
SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging SegmentationCode0
Segment Anything for Videos: A Systematic SurveyCode5
Adaptive Mix for Semi-Supervised Medical Image Segmentation0
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation0
MSA^2Net: Multi-scale Adaptive Attention-guided Network for Medical Image SegmentationCode2
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation0
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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