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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 761–770 of 1198 papers

Title	Date	Tasks	Status	Hype
The Emerging Trends of Multi-Label Learning	Nov 23, 2020	ClassificationExtreme Multi-Label Classification	—Unverified	0
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data	Nov 22, 2020	Anomaly DetectionMulti-Label Classification	—Unverified	0
Deep Networks for Direction-of-Arrival Estimation in Low SNR	Nov 17, 2020	Direction of Arrival EstimationMulti-Label Classification	—Unverified	0
Multi-label classification: do Hamming loss and subset accuracy really conflict with each other?	Nov 16, 2020	General ClassificationMulti-Label Classification	CodeCode Available	0
Multi-Label Classification Using Link Prediction	Nov 11, 2020	ClassificationGeneral Classification	CodeCode Available	0
Deep tree-ensembles for multi-output prediction	Nov 3, 2020	ClassificationGeneral Classification	—Unverified	0
A Flexible Class of Dependence-aware Multi-Label Loss Functions	Nov 2, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
NLP-PINGAN-TECH @ CL-SciSumm 2020	Nov 1, 2020	Binary ClassificationLanguage Modeling	—Unverified	0
Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions	Nov 1, 2020	ClassificationMulti-Label Classification	—Unverified	0
Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity Measures	Oct 30, 2020	ClassificationGeneral Classification	—Unverified	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