SOTAVerified

Semantic Segmentation

Papers

Showing 921930 of 14763 papers

TitleStatusHype
Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference EnginesCode0
Efficient Knowledge Distillation of SAM for Medical Image Segmentation0
Point Cloud Upsampling as Statistical Shape Model for Pelvic0
AdaSemSeg: An Adaptive Few-shot Semantic Segmentation of Seismic Facies0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models0
LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images0
DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation0
Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation0
D-PLS: Decoupled Semantic Segmentation for 4D-Panoptic-LiDAR-Segmentation0
SeqSeg: Learning Local Segments for Automatic Vascular Model ConstructionCode1
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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