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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 441–450 of 1198 papers

Title	Date	Tasks	Status	Hype
Discriminative Kernel Convolution Network for Multi-Label Ophthalmic Disease Detection on Imbalanced Fundus Image Dataset	Jul 16, 2022	DiagnosticMulti-Label Classification	—Unverified	0
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification	Jul 14, 2022	ClassificationEarth Observation	CodeCode Available	2
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
Multi-label Classification with High-rank and High-order Label Correlations	Jul 9, 2022	Common Sense ReasoningMulti-Label Classification	CodeCode Available	1
Active Learning and Multi-label Classification for Ellipsis and Coreference Detection in Conversational Question-Answering	Jul 7, 2022	Active LearningConversational Question Answering	—Unverified	0
Multi-Label Retinal Disease Classification using Transformers	Jul 5, 2022	ClassificationDecision Making	CodeCode Available	0
Local Multi-Label Explanations for Random Forest	Jul 5, 2022	ClassificationDecision Making	CodeCode Available	0
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer	Jul 5, 2022	Image-text matchingKnowledge Distillation	CodeCode Available	1
Discriminatory Label-specific Weights for Multi-label Learning with Missing Labels	Jul 2, 2022	Missing LabelsMulti-Label 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