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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 1191–1198 of 1198 papers

Title	Date	Tasks	Status	Hype
Feature-aware Label Space Dimension Reduction for Multi-label Classification	Dec 1, 2012	ClassificationCompressive Sensing	—Unverified	0
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction	Dec 1, 2012	Image InpaintingMulti-Label Classification	—Unverified	0
Automatic Detection of Psychological Distress Indicators and Severity Assessment from Online Forum Posts	Dec 1, 2012	Multi-Label ClassificationText Classification	—Unverified	0
Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs	Nov 28, 2012	General ClassificationMulti-Label Classification	—Unverified	0
Efficient Monte Carlo Methods for Multi-Dimensional Learning with Classifier Chains	Nov 9, 2012	ClassificationGeneral Classification	—Unverified	0
Maximum Margin Multi-Label Structured Prediction	Dec 1, 2011	Generalization BoundsGraph Matching	—Unverified	0
An Exact Algorithm for F-Measure Maximization	Dec 1, 2011	Binary ClassificationClassification	—Unverified	0
Reverse Multi-Label Learning	Dec 1, 2010	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-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