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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
A Three-phase Augmented Classifiers Chain Approach Based on Co-occurrence Analysis for Multi-Label Classification	Apr 13, 2022	ClassificationMulti-Label Classification	—Unverified	0
An Ensemble Learning Based Approach to Multi-label Power Text Classification for Fault-type Recognition	Apr 13, 2022	ClassificationEnsemble Learning	—Unverified	0
Are We Really Making Much Progress in Text Classification? A Comparative Review	Apr 8, 2022	ClassificationDecoder	CodeCode Available	1
Constrained Sequence-to-Tree Generation for Hierarchical Text Classification	Apr 2, 2022	ClassificationMulti-Label Classification	—Unverified	0
Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE	Mar 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Integrative Few-Shot Learning for Classification and Segmentation	Mar 29, 2022	ClassificationFew-Shot Classification and Segmentation	CodeCode Available	1
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor	Mar 29, 2022	Binary ClassificationMulti-Label Classification	—Unverified	0
Evolving Multi-Label Fuzzy Classifier	Mar 29, 2022	Active LearningMulti-Label Classification	—Unverified	0
Deep Hierarchical Semantic Segmentation	Mar 27, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	2
Feature extraction using Spectral Clustering for Gene Function Prediction using Hierarchical Multi-label Classification	Mar 25, 2022	ClusteringHierarchical Multi-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