SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 621–630 of 1198 papers

TitleStatusHype
PENCIL: Deep Learning with Noisy Labels—0
P4E: Few-Shot Event Detection as Prompt-Guided Identification and Localization—0
Multi-relation Message Passing for Multi-label Text ClassificationCode0
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest RadiographsCode0
Implicit Concept Drift Detection for Multi-label Data Streams—0
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?—0
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality—0
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019—0
Writing Style Aware Document-level Event Extraction—0
Multi-Label Classification on Remote-Sensing Images—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