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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 561–570 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Extreme Multi-Label Skill Extraction Training using Large Language Models	Jul 20, 2023	Contrastive LearningExtreme Multi-Label Classification	—Unverified	0	0
Extreme Multi-label Learning for Semantic Matching in Product Search	Jun 23, 2021	Extreme Multi-Label ClassificationMulti-Label Classification	—Unverified	0	0
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction	May 1, 2022	AttributeAttribute Value Extraction	—Unverified	0	0
Extreme Multi-label Classification from Aggregated Labels	Apr 1, 2020	ClassificationExtreme Multi-Label Classification	—Unverified	0	0
Extreme Classification for Answer Type Prediction in Question Answering	Apr 24, 2023	ClassificationClustering	—Unverified	0	0
Exploring space efficiency in a tree-based linear model for extreme multi-label classification	Oct 12, 2024	Extreme Multi-Label ClassificationMulti-Label Classification	—Unverified	0	0
Class-Incremental Learning for Multi-Label Audio Classification	Jan 9, 2024	Audio ClassificationClassification	—Unverified	0	0
Exploring Correlation between Labels to improve Multi-Label Classification	Nov 25, 2015	Binary ClassificationClassification	—Unverified	0	0
Classifying Video based on Automatic Content Detection Overview	Mar 29, 2021	ClassificationGeneral Classification	—Unverified	0	0
Exploit Bounding Box Annotations for Multi-label Object Recognition	Apr 22, 2015	Multi-Label ClassificationObject	—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