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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 1051–1060 of 1198 papers

Title	Date	Tasks	Status	Hype
Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations	Aug 23, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
YOLIC: An Efficient Method for Object Localization and Classification on Edge Devices	Jul 13, 2023	ClassificationComputational Efficiency	CodeCode Available	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
SKID: Self-Supervised Learning for Knee Injury Diagnosis from MRI Data	Apr 21, 2021	Medical DiagnosisMedical Image Analysis	CodeCode Available	0
Exploring Best Practices for ECG Pre-Processing in Machine Learning	Nov 2, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
RLSEP: Learning Label Ranks for Multi-label Classification	Dec 8, 2022	ClassificationMulti-Label Classification	CodeCode Available	0
Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label Rules	Dec 14, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
Learning Graph Convolutional Networks for Multi-Label Recognition and Applications	Mar 3, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Auxiliary Label Embedding for Multi-label Learning with Missing Labels	May 6, 2023	Missing LabelsMulti-Label Classification	CodeCode Available	0
Learning Interpretable Rules for Multi-label Classification	Nov 30, 2018	ClassificationGeneral 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