SOTAVerified

Semantic Segmentation

Papers

Showing 381390 of 14763 papers

TitleStatusHype
VM-UNET-V2 Rethinking Vision Mamba UNet for Medical Image SegmentationCode2
Caltech Aerial RGB-Thermal Dataset in the WildCode2
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image SegmentationCode2
SemGauss-SLAM: Dense Semantic Gaussian Splatting SLAMCode2
Open-World Semantic Segmentation Including Class SimilarityCode2
Frequency-Adaptive Dilated Convolution for Semantic SegmentationCode2
FedFMS: Exploring Federated Foundation Models for Medical Image SegmentationCode2
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical LabelsCode2
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic SegmentationCode2
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic SegmentationCode2
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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