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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 191–200 of 1198 papers

Title	Date	Tasks	Status	Hype
A transformer-based model for default prediction in mid-cap corporate markets	Nov 18, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
A Top-down Supervised Learning Approach to Hierarchical Multi-label Classification in Networks	Mar 23, 2022	ClassificationHierarchical Multi-label Classification	—Unverified	0
A multi-label, dual-output deep neural network for automated bug triaging	Oct 13, 2019	Incremental LearningMulti-class Classification	—Unverified	0
A Three-phase Augmented Classifiers Chain Approach Based on Co-occurrence Analysis for Multi-Label Classification	Apr 13, 2022	ClassificationMulti-Label Classification	—Unverified	0
A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays	Mar 31, 2020	Adversarial AttackGeneral Classification	—Unverified	0
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring	Aug 8, 2022	Classificationclass-incremental learning	—Unverified	0
Deep Learning-Based Automatic Multi-Level Airway Collapse Monitoring on Obstructive Sleep Apnea Patients	Aug 28, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Asymptotic consistency and order specification for logistic classifier chains in multi-label learning	Feb 24, 2016	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation	Dec 19, 2019	General ClassificationMulti-Label Classification	—Unverified	0
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition	Sep 13, 2023	Gesture RecognitionMulti-Label Classification	—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