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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 281–290 of 1198 papers

TitleStatusHype
A patch-based architecture for multi-label classification from single label annotations—0
DOST -- Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels—0
Cherry on the Cake: Fairness is NOT an Optimization Problem—0
Chains of Autoreplicative Random Forests for missing value imputation in high-dimensional datasets—0
Aggregating Frame-level Features for Large-Scale Video Classification—0
CENTEMENT at SemEval-2018 Task 1: Classification of Tweets using Multiple Thresholds with Self-correction and Weighted Conditional Probabilities—0
A Novel Progressive Multi-label Classifier for Classincremental Data—0
Adaptive Kernel Value Caching for SVM Training—0
A Context-aware Capsule Network for Multi-label Classification—0
DyANE: Dynamics-aware node embedding for temporal networks—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