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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 651–660 of 1198 papers

Title	Date	Tasks	Status	Hype
Can multi-label classification networks know what they don’t know?	May 21, 2021	ClassificationMulti-class Classification	CodeCode Available	1
RotoGrad: Gradient Homogenization in Multi-Task Learning	May 21, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Priberam at MESINESP Multi-label Classification of Medical Texts Task	May 12, 2021	ArticlesClassification	CodeCode Available	0
A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-Labels	May 12, 2021	image-classificationImage Classification	CodeCode Available	0
Semantic Diversity Learning for Zero-Shot Multi-label Classification	May 12, 2021	ClassificationDiversity	CodeCode Available	1
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization	May 10, 2021	Computational EfficiencyMulti-Label Classification	—Unverified	0
Fine-grained Generalization Analysis of Vector-valued Learning	Apr 29, 2021	Extreme Multi-Label ClassificationGeneral Classification	—Unverified	0
SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics	Apr 29, 2021	BIG-bench Machine LearningDiagnostic	—Unverified	0
ImageNet-21K Pretraining for the Masses	Apr 22, 2021	Action RecognitionFine-Grained Image Classification	CodeCode Available	1
Interpretation of multi-label classification models using shapley values	Apr 21, 2021	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