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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 751–760 of 1198 papers

Title	Date	Tasks	Status	Hype
Convex Calibrated Surrogates for the Multi-Label F-Measure	Sep 16, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Neural Networks Enhancement with Logical Knowledge	Sep 13, 2020	Multi-Label Classification	CodeCode Available	1
Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies	Sep 11, 2020	DiagnosticGeneral Classification	—Unverified	0
Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification	Sep 9, 2020	Active LearningDiagnostic	—Unverified	0
Imbalanced Continual Learning with Partitioning Reservoir Sampling	Sep 8, 2020	Continual LearningMulti-Label Classification	CodeCode Available	1
SOLAR: Sparse Orthogonal Learned and Random Embeddings	Aug 30, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach	Aug 26, 2020	Graph Neural NetworkInformation Retrieval	CodeCode Available	0
EmoGraph: Capturing Emotion Correlations using Graph Networks	Aug 21, 2020	ClassificationEmotion Classification	—Unverified	0
Instance-Aware Graph Convolutional Network for Multi-Label Classification	Aug 19, 2020	ClassificationGeneral Classification	—Unverified	0
Positive semidefinite support vector regression metric learning	Aug 18, 2020	General ClassificationMetric Learning	—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