SOTAVerified

Semantic Segmentation

Papers

Showing 18011810 of 14763 papers

TitleStatusHype
HCFormer: Unified Image Segmentation with Hierarchical ClusteringCode1
DFormer: Diffusion-guided Transformer for Universal Image SegmentationCode1
DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time AdaptationCode1
DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature EnhancementCode1
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised SegmentationCode1
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationCode1
Exploring Robustness of Unsupervised Domain Adaptation in Semantic SegmentationCode1
Amodal Intra-class Instance Segmentation: Synthetic Datasets and BenchmarkCode1
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image SegmentationCode1
Adversarial Continual Learning for Multi-Domain Hippocampal SegmentationCode1
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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