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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 1081–1090 of 1198 papers

Title	Date	Tasks	Status	Hype
Topic Identification for Speech without ASR	Mar 22, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Neural Graph Machines: Learning Neural Networks Using Graphs	Mar 14, 2017	Document ClassificationGeneral Classification	—Unverified	0
On the benefits of output sparsity for multi-label classification	Mar 14, 2017	ClassificationGeneral Classification	—Unverified	0
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs	Mar 13, 2017	General ClassificationImage Segmentation	CodeCode Available	0
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification	Feb 20, 2017	ClassificationGeneral Classification	CodeCode Available	0
Nearest Labelset Using Double Distances for Multi-label Classification	Feb 15, 2017	ClassificationGeneral Classification	—Unverified	0
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

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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