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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 681–690 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
The Emerging Trends of Multi-Label Learning	Nov 23, 2020	ClassificationExtreme Multi-Label Classification	—Unverified	0	0
The More You Know: Using Knowledge Graphs for Image Classification	Dec 14, 2016	ClassificationGeneral Classification	—Unverified	0	0
The Multiplex Classification Framework: optimizing multi-label classifiers through problem transformation, ontology engineering, and model ensembling	Dec 18, 2024	ClassificationMulti-Label Classification	—Unverified	0	0
The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines	Jan 22, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0	0
The Subject Annotations of the Danish Parliament Corpus (2009-2017) - Evaluated with Automatic Multi-label Classification	Jun 1, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0	0
TLMCM Network for Medical Image Hierarchical Multi-Label Classification	Nov 1, 2023	ClassificationHierarchical Multi-label Classification	—Unverified	0	0
Topic Identification for Speech without ASR	Mar 22, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0	0
Topic Model Based Multi-Label Classification from the Crowd	Apr 4, 2016	ClassificationGeneral Classification	—Unverified	0	0
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-Label Classification	Jul 9, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0	0
Multi-label Relation Modeling in Facial Action Units Detection	Feb 4, 2020	General ClassificationMulti-Label Classification	—Unverified	0	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