SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1071–1080 of 1198 papers

TitleStatusHype
Hierarchical Multi-Label Dialog Act Recognition on Spanish Data—0
Hierarchical Partitioning of the Output Space in Multi-label Data—0
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation—0
Hierarchy exploitation to detect missing annotations on hierarchical multi-label classification—0
HierLPR: Decision making in hierarchical multi-label classification with local precision rates—0
HiLight: A Hierarchy-aware Light Global Model with Hierarchical Local ConTrastive Learning—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—0
Hoeffding adaptive trees for multi-label classification on data streams—0
HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders—0
How is a data-driven approach better than random choice in label space division for multi-label classification?—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified