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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 551–560 of 1198 papers

Title	Date	Tasks	Status	Hype
Semi-supervised Predictive Clustering Trees for (Hierarchical) Multi-label Classification	Jul 19, 2022	ClassificationClustering	—Unverified	0
Discriminative Kernel Convolution Network for Multi-Label Ophthalmic Disease Detection on Imbalanced Fundus Image Dataset	Jul 16, 2022	DiagnosticMulti-Label Classification	—Unverified	0
Hierarchy exploitation to detect missing annotations on hierarchical multi-label classification	Jul 13, 2022	Hierarchical Multi-label ClassificationMulti-Label Classification	—Unverified	0
TransFA: Transformer-based Representation for Face Attribute Evaluation	Jul 12, 2022	AttributeMulti-Label Classification	CodeCode Available	0
Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering	Jul 7, 2022	Active LearningConversational Question Answering	—Unverified	0
Local Multi-Label Explanations for Random Forest	Jul 5, 2022	ClassificationDecision Making	CodeCode Available	0
Multi-Label Retinal Disease Classification using Transformers	Jul 5, 2022	ClassificationDecision Making	CodeCode Available	0
Discriminatory Label-specific Weights for Multi-label Learning with Missing Labels	Jul 2, 2022	Missing LabelsMulti-Label Classification	CodeCode Available	0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection	Jul 1, 2022	Binary ClassificationMulti-Label Classification	—Unverified	0
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language	Jul 1, 2022	ClassificationEnsemble 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