SOTAVerified

Semantic Segmentation

Papers

Showing 321330 of 14763 papers

TitleStatusHype
ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization0
Split Matching for Inductive Zero-shot Semantic Segmentation0
UncertainSAM: Fast and Efficient Uncertainty Quantification of the Segment Anything ModelCode1
RepSNet: A Nucleus Instance Segmentation model based on Boundary Regression and Structural Re-parameterization0
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?Code0
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer0
RAFT: Robust Augmentation of FeaTures for Image Segmentation0
Advancing 3D Medical Image Segmentation: Unleashing the Potential of Planarian Neural Networks in Artificial Intelligence0
MFSeg: Efficient Multi-frame 3D Semantic Segmentation0
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
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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