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Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 621–630 of 1198 papers

Title	Date	Tasks	Status	Hype
Query2Label: A Simple Transformer Way to Multi-Label Classification	Jul 22, 2021	ClassificationDecoder	CodeCode Available	1
Integration of Autoencoder and Functional Link Artificial Neural Network for Multi-label Classification	Jul 21, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Understanding Gender and Racial Disparities in Image Recognition Models	Jul 20, 2021	Fairnessimage-classification	—Unverified	0
Using Language Models on Low-end Hardware	Jul 17, 2021	ClassificationLanguage Modeling	—Unverified	0
Multi-Scale Label Relation Learning for Multi-Label Classification Using 1-Dimensional Convolutional Neural Networks	Jul 13, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Fine-Grained AutoAugmentation for Multi-Label Classification	Jul 12, 2021	ClassificationData Augmentation	—Unverified	0
Parameter Selection: Why We Should Pay More Attention to It	Jul 8, 2021	Medical Code PredictionMulti-Label Classification	—Unverified	0
Attack Transferability Characterization for Adversarially Robust Multi-label Classification	Jun 29, 2021	Adversarial AttackClassification	CodeCode Available	0
Explaining the Performance of Multi-label Classification Methods with Data Set Properties	Jun 28, 2021	Meta-LearningMulti-Label Classification	—Unverified	0
Modeling Diagnostic Label Correlation for Automatic ICD Coding	Jun 24, 2021	DiagnosticMedical Code Prediction	CodeCode Available	0

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All datasets CheXpert MS-COCO PASCAL VOC 2007 NUS-WIDE ChestX-ray14 OpenImages-v6 PASCAL VOC 2012 MLRSNet MRNet MIMIC-CXR

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CFT (ensemble) Macao Polytechnic University	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
2	Hierarchical-Learning-V1 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
3	DeepAUC-v1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
4	Conditional-Training-LSR	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
5	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified