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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 1131–1140 of 1198 papers

Title	Date	Tasks	Status	Hype
Topic Model Based Multi-Label Classification from the Crowd	Apr 4, 2016	ClassificationGeneral Classification	—Unverified	0
Exemplar-AMMs: Recognizing Crowd Movements from Pedestrian Trajectories	Mar 31, 2016	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Cost-Sensitive Label Embedding for Multi-Label Classification	Mar 30, 2016	ClassificationGeneral Classification	CodeCode Available	0
Fast Training of Triplet-based Deep Binary Embedding Networks	Mar 9, 2016	Image RetrievalMulti-Label Classification	—Unverified	0
Asymptotic consistency and order specification for logistic classifier chains in multi-label learning	Feb 24, 2016	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Feature ranking for multi-label classification using Markov Networks	Feb 24, 2016	ClassificationGeneral Classification	—Unverified	0
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification	Feb 5, 2016	General ClassificationMulti-Label Classification	CodeCode Available	0
LLSF - Learning Label Specific Features for Multi-Label Classifcation	Jan 7, 2016	Binary ClassificationClassification	CodeCode Available	0
Inducing Generalized Multi-Label Rules with Learning Classifier Systems	Dec 25, 2015	ClassificationGeneral Classification	CodeCode Available	0
Self-Organizing Maps for Classification of a Multi-Labeled Corpus	Dec 1, 2015	ClassificationDocument 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-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified