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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 1011–1020 of 1198 papers

Title	Date	Tasks	Status	Hype
Classification multi-label \`a grande dimension pour la d\'etection de concepts m\'edicaux (Large multi-label classification for medical concepts detection)	May 1, 2018	ClassificationGeneral Classification	—Unverified	0
Online Multi-Label Classification: A Label Compression Method	Apr 4, 2018	ClassificationDimensionality Reduction	—Unverified	0
Learning Approximate Inference Networks for Structured Prediction	Mar 9, 2018	Language ModelingLanguage Modelling	CodeCode Available	1
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss	Mar 9, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
Adversarial Extreme Multi-label Classification	Mar 5, 2018	ClassificationExtreme Multi-Label Classification	CodeCode Available	0
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning	Feb 26, 2018	ClusteringGeneral Classification	—Unverified	0
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

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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