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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 1021–1030 of 1198 papers

Title	Date	Tasks	Status	Hype
Deep learning algorithm for data-driven simulation of noisy dynamical system	Feb 22, 2018	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Classifying movie genres by analyzing text reviews	Feb 14, 2018	General ClassificationMulti-Label Classification	—Unverified	0
Predict and Constrain: Modeling Cardinality in Deep Structured Prediction	Feb 13, 2018	BIG-bench Machine LearningDeep Learning	—Unverified	0
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label Classification	Feb 12, 2018	BIG-bench Machine LearningExtreme Multi-Label Classification	CodeCode Available	0
Classification of Things in DBpedia using Deep Neural Networks	Feb 7, 2018	ClassificationGeneral Classification	—Unverified	0
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes	Feb 7, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	0
Deep Learning with a Rethinking Structure for Multi-label Classification	Feb 5, 2018	ClassificationDeep Learning	CodeCode Available	0
Joint Binary Neural Network for Multi-label Learning with Applications to Emotion Classification	Feb 3, 2018	ClassificationComputational Efficiency	—Unverified	0
Automatic Pavement Crack Detection Based on Structured Prediction with the Convolutional Neural Network	Feb 1, 2018	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Multi-Label Learning from Medical Plain Text with Convolutional Residual Models	Jan 15, 2018	General ClassificationMulti-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