SOTAVerified

Semantic Segmentation

Papers

Showing 10411050 of 14763 papers

TitleStatusHype
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image SegmentationCode0
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic SegmentationCode0
KM-UNet KAN Mamba UNet for medical image segmentationCode1
MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation0
Framework for lung CT image segmentation based on UNet++0
Unsupervised Class Generation to Expand Semantic Segmentation Datasets0
tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation0
Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training0
IAM: Enhancing RGB-D Instance Segmentation with New BenchmarksCode0
Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance 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
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