SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 551–560 of 1198 papers

TitleStatusHype
An Effective GCN-based Hierarchical Multi-label classification for Protein Function Prediction—0
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation—0
DeepGATGO: A Hierarchical Pretraining-Based Graph-Attention Model for Automatic Protein Function Prediction—0
Automatically Cataloging Scholarly Articles using Library of Congress Subject Headings—0
Advancing Vulnerability Classification with BERT: A Multi-Objective Learning Model—0
Multi-target prediction for dummies using two-branch neural networks—0
Deep Determinantal Point Process for Large-Scale Multi-Label Classification—0
An Effective Approach for Multi-label Classification with Missing Labels—0
Intelligent EHRs: Predicting Procedure Codes From Diagnosis Codes—0
Interaction Matching for Long-Tail 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