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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 781–790 of 1198 papers

Title	Date	Tasks	Status	Hype
Unbiased Loss Functions for Extreme Classification With Missing Labels	Jul 1, 2020	ClassificationExtreme Multi-Label Classification	—Unverified	0
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1
HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing	Jul 1, 2020	Extreme Multi-Label ClassificationMulti-Label Classification	—Unverified	0
Hyperbolic Capsule Networks for Multi-Label Classification	Jul 1, 2020	ClassificationGeneral Classification	—Unverified	0
BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer	Jun 30, 2020	ArticlesCommunity Question Answering	—Unverified	0
Learning Gradient Boosted Multi-label Classification Rules	Jun 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Approaches For Multi-View Redescription Mining	Jun 22, 2020	AttributeBIG-bench Machine Learning	—Unverified	0
An Integer Linear Programming Framework for Mining Constraints from Data	Jun 18, 2020	Multi-class ClassificationMulti-Label Classification	CodeCode Available	0
Extreme Gradient Boosted Multi-label Trees for Dynamic Classifier Chains	Jun 15, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Online Metric Learning for Multi-Label Classification	Jun 12, 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