SOTAVerified

Semantic Segmentation

Papers

Showing 94519475 of 14763 papers

TitleStatusHype
Multi-dimensional Parametric Mincuts for Constrained MAP Inference0
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation0
Unsupervised learning of foreground object detection0
Multi-Depth Fusion Network for Whole-Heart CT Image Segmentation0
MESA: Matching Everything by Segmenting Anything0
Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenes0
Multi-dataset Pretraining: A Unified Model for Semantic Segmentation0
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting0
Merging Tasks for Video Panoptic Segmentation0
MeNToS: Tracklets Association with a Space-Time Memory Network0
Memory transformers for full context and high-resolution 3D Medical Segmentation0
Multicuts and Perturb & MAP for Probabilistic Graph Clustering0
Winograd Convolution for Deep Neural Networks: Efficient Point Selection0
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images0
Unsupervised Multi-Class Joint Image Segmentation0
Unsupervised Multi-modal Style Transfer for Cardiac MR Segmentation0
Unsupervised Multi-object Segmentation by Predicting Probable Motion Patterns0
Multi-Contrast MRI Segmentation Trained on Synthetic Images0
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation0
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages0
Measures and Meta-Measures for the Supervised Evaluation of Image Segmentation0
Multiclass Semantic Video Segmentation With Object-Level Active Inference0
Unsupervised object segmentation in video by efficient selection of highly probable positive features0
Unsupervised Object Segmentation with Explicit Localization Module0
WinSyn: : A High Resolution Testbed for Synthetic Data0
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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