SOTAVerified

Semantic Segmentation

Papers

Showing 151160 of 14763 papers

TitleStatusHype
Generalized Decoding for Pixel, Image, and LanguageCode3
OneFormer: One Transformer to Rule Universal Image SegmentationCode3
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic ModelCode3
Vision Transformers: From Semantic Segmentation to Dense PredictionCode3
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelCode3
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesCode3
Vision Transformer Adapter for Dense PredictionsCode3
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image SegmentationCode3
Nuclei instance segmentation and classification in histopathology images with StarDistCode3
Transformers in Medical Imaging: A SurveyCode3
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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