SOTAVerified

Semantic Segmentation

Papers

Showing 29812990 of 14763 papers

TitleStatusHype
An Instance Segmentation Dataset of Yeast Cells in MicrostructuresCode1
Optical Flow boosts Unsupervised Localization and SegmentationCode1
LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial ImageryCode1
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic SegmentationCode1
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic SegmentationCode1
ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image SegmentationCode1
An Informative Path Planning Framework for Active Learning in UAV-based Semantic MappingCode1
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationCode1
ConvMLP: Hierarchical Convolutional MLPs for VisionCode1
Land Cover Segmentation with Sparse Annotations from Sentinel-2 ImageryCode1
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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