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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 501–510 of 1198 papers

Title	Date	Tasks	Status	Hype
Deep Active Learning for Multi-Label Classification of Remote Sensing Images	Dec 2, 2022	Active LearningClustering	—Unverified	0
An Effective Deployment of Contrastive Learning in Multi-label Text Classification	Dec 1, 2022	ClassificationContrastive Learning	—Unverified	0
X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection	Nov 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
A Cross-Conformal Predictor for Multi-label Classification	Nov 29, 2022	ClassificationConformal Prediction	—Unverified	0
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	CodeCode Available	0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels	Nov 24, 2022	Federated LearningMedical Diagnosis	CodeCode Available	0
FAIRification of MLC data	Nov 23, 2022	BenchmarkingManagement	—Unverified	0
Explainable Model-specific Algorithm Selection for Multi-Label Classification	Nov 21, 2022	ClassificationMulti-Label Classification	—Unverified	0
Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning	Nov 21, 2022	Hierarchical Multi-label ClassificationLanguage Modeling	CodeCode Available	0
Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning	Nov 19, 2022	Compositional Zero-Shot LearningInductive Bias	—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