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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 1091–1100 of 1198 papers

Title	Date	Tasks	Status	Hype
Is a Data-Driven Approach still Better than Random Choice with Naive Bayes classifiers?	Feb 13, 2017	General ClassificationMulti-Label Classification	—Unverified	0
A scikit-based Python environment for performing multi-label classification	Feb 5, 2017	General ClassificationManagement	CodeCode Available	0
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations	Dec 20, 2016	ClusteringInformation Retrieval	CodeCode Available	0
Hierarchical Partitioning of the Output Space in Multi-label Data	Dec 19, 2016	ClusteringMulti-Label Classification	—Unverified	0
The More You Know: Using Knowledge Graphs for Image Classification	Dec 14, 2016	ClassificationGeneral Classification	—Unverified	0
Chinese Grammatical Error Diagnosis Using Single Word Embedding	Dec 1, 2016	Grammatical Error DetectionLanguage Modeling	—Unverified	0
Domainless Adaptation by Constrained Decoding on a Schema Lattice	Dec 1, 2016	Multi-Label ClassificationSpoken Language Understanding	—Unverified	0
Cost-Sensitive Reference Pair Encoding for Multi-Label Learning	Nov 29, 2016	Active LearningMulti-Label Classification	CodeCode Available	0
Semantic Regularisation for Recurrent Image Annotation	Nov 16, 2016	General ClassificationImage Captioning	—Unverified	0
Structure-Aware Classification using Supervised Dictionary Learning	Sep 29, 2016	ClassificationDictionary Learning	—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