SOTAVerified

Semantic Segmentation

Papers

Showing 33013310 of 14763 papers

TitleStatusHype
Towards Explainable LiDAR Point Cloud Semantic Segmentation via Gradient Based Target LocalizationCode0
Key Patch Proposer: Key Patches Contain Rich InformationCode0
ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual ConnectionsCode1
Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation StrategiesCode1
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation ModelsCode1
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation0
Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation0
Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift0
LSRFormer: Efficient Transformer Supply Convolutional Neural Networks with Global Information for Aerial Image SegmentationCode1
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image SegmentationCode4
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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