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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 671–680 of 1198 papers

TitleStatusHype
Integrating Unsupervised Clustering and Label-specific Oversampling to Tackle Imbalanced Multi-label Data—0
Unbiased Loss Functions for Multilabel Classification with Missing Labels—0
Improved Multi-label Classification with Frequent Label-set Mining and Association—0
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian ReviewsCode0
Overview of Tencent Multi-modal Ads Video Understanding Challenge—0
Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification—0
Multi-label Classification of Aircraft Heading Changes Using Neural Network to Resolve Conflicts—0
LegaLMFiT: Efficient Short Legal Text Classification with LSTM Language Model Pre-Training—0
Fast Multi-label Learning—0
Sparse Array Capon Beamformer Design Availing Deep Learning—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-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
9Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified