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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 1111–1120 of 1198 papers

Title	Date	Tasks	Status	Hype
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging	Jul 13, 2016	Audio TaggingGeneral Classification	CodeCode Available	0
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling	Jul 11, 2016	Acoustic Scene ClassificationAll	CodeCode Available	0
Fully DNN-based Multi-label regression for audio tagging	Jun 24, 2016	Audio TaggingEvent Detection	—Unverified	0
An empirical study on large scale text classification with skip-gram embeddings	Jun 21, 2016	ClassificationGeneral Classification	—Unverified	0
An Efficient Large-scale Semi-supervised Multi-label Classifier Capable of Handling Missing labels	Jun 18, 2016	Dimensionality ReductionMissing Labels	—Unverified	0
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models	Jun 14, 2016	BIG-bench Machine LearningCollaborative Filtering	—Unverified	0
Large scale biomedical texts classification: a kNN and an ESA-based approaches	Jun 9, 2016	ClassificationGeneral Classification	—Unverified	0
How is a data-driven approach better than random choice in label space division for multi-label classification?	Jun 7, 2016	Community DetectionGeneral Classification	—Unverified	0
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion	Jun 1, 2016	General ClassificationMatrix Completion	CodeCode Available	0
bunji at SemEval-2016 Task 5: Neural and Syntactic Models of Entity-Attribute Relationship for Aspect-based Sentiment Analysis	Jun 1, 2016	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	—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