SOTAVerified

Semantic Segmentation

Papers

Showing 89018925 of 14763 papers

TitleStatusHype
RiWNet: A moving object instance segmentation Network being Robust in adverse Weather conditions0
Weakly supervised semantic segmentation of tomographic images in the diagnosis of stroke0
Sparse Spatial Attention Network for Semantic Segmentation0
Semantic Segmentation on VSPW Dataset through Aggregation of Transformer Models0
Weakly Supervised Few-Shot Segmentation Via Meta-Learning0
Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models0
How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?Code0
Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural NetworksCode1
Segmentation of turbulent computational fluid dynamics simulations with unsupervised ensemble learningCode0
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic SegmentationCode1
Benchmarking the Robustness of Instance Segmentation Models0
Cross-Model Consensus of Explanations and Beyond for Image Classification Models: An Empirical Study0
Effect of the output activation function on the probabilities and errors in medical image segmentationCode0
Multilingual Image Corpus: Annotation Protocol0
Self-supervised Point Cloud Representation Learning via Separating Mixed ShapesCode1
Spatio-temporal Self-Supervised Representation Learning for 3D Point CloudsCode1
Memory Based Video Scene Parsing0
Deep Learning with Uncertainty Quantification for Predicting the Segmentation Dice Coefficient of Prostate Cancer Biopsy Images0
Image Processing via Multilayer Graph Spectra0
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation0
InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images0
Automatic labelling of urban point clouds using data fusionCode1
SMAC-Seg: LiDAR Panoptic Segmentation via Sparse Multi-directional Attention Clustering0
SemIE: Semantically-aware Image Extrapolation0
Simultaneous Nuclear Instance and Layer Segmentation in Oral Epithelial Dysplasia0
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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