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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 711–720 of 1198 papers

Title	Date	Tasks	Status	Hype
RotoGrad: Gradient Homogenization in Multi-Task Learning	May 21, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-Labels	May 12, 2021	image-classificationImage Classification	CodeCode Available	0
Priberam at MESINESP Multi-label Classification of Medical Texts Task	May 12, 2021	ArticlesClassification	CodeCode Available	0
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization	May 10, 2021	Computational EfficiencyMulti-Label Classification	—Unverified	0
SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics	Apr 29, 2021	BIG-bench Machine LearningDiagnostic	—Unverified	0
Fine-grained Generalization Analysis of Vector-valued Learning	Apr 29, 2021	Extreme Multi-Label ClassificationGeneral Classification	—Unverified	0
Interpretation of multi-label classification models using shapley values	Apr 21, 2021	ClassificationGeneral 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
Multi-target prediction for dummies using two-branch neural networks	Apr 19, 2021	BIG-bench Machine LearningMatrix Completion	—Unverified	0
Evaluating explainable artificial intelligence methods for multi-label deep learning classification tasks in remote sensing	Apr 3, 2021	Explainable artificial intelligenceExplainable Artificial Intelligence (XAI)	—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