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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 931–940 of 1198 papers

Title	Date	Tasks	Status	Hype
Ranking-Based Autoencoder for Extreme Multi-label Classification	Apr 11, 2019	ClassificationExtreme Multi-Label Classification	—Unverified	0
Elucidating image-to-set prediction: An analysis of models, losses and datasets	Apr 11, 2019	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction	Apr 11, 2019	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
G-softmax: Improving Intra-class Compactness and Inter-class Separability of Features	Apr 8, 2019	General ClassificationMulti-Label Classification	CodeCode Available	0
Multi-View Matrix Completion for Multi-Label Image Classification	Apr 8, 2019	ClassificationGeneral Classification	—Unverified	0
Multi-Label Image Recognition with Graph Convolutional Networks	Apr 7, 2019	Long-tail LearningMulti-Label Classification	CodeCode Available	0
Comparison of State-of-the-Art Deep Learning APIs for Image Multi-Label Classification using Semantic Metrics	Mar 21, 2019	General ClassificationMulti-Label Classification	CodeCode Available	0
Imbalanced multi-label classification using multi-task learning with extractive summarization	Mar 16, 2019	ClassificationExtractive Summarization	CodeCode Available	0
A Sequential Set Generation Method for Predicting Set-Valued Outputs	Mar 12, 2019	General ClassificationMulti-Label Classification	—Unverified	0
Learning a Deep ConvNet for Multi-label Classification with Partial Labels	Feb 26, 2019	ClassificationGeneral 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