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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 291–300 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction	Oct 11, 2023	AttributeAttribute Value Extraction	CodeCode Available	0	5
HFT-CNN: Learning Hierarchical Category Structure for Multi-label Short Text Categorization	Oct 1, 2018	Extreme Multi-Label ClassificationMulti-Label Classification	CodeCode Available	0	5
Behavioural Reports of Multi-Stage Malware	Jan 30, 2023	feature selectionIntrusion Detection	CodeCode Available	0	5
A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts	Jan 25, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues	Dec 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Holistic Label Correction for Noisy Multi-Label Classification	Jan 1, 2023	ClassificationMemorization	CodeCode Available	0	5
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection	Oct 31, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification	Jan 25, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
Batch Selection for Multi-Label Classification Guided by Uncertainty and Dynamic Label Correlations	Dec 21, 2024	Multi-class ClassificationMulti-Label Classification	CodeCode Available	0	5
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learning	Apr 26, 2025	Drug ATC ClassificationGraph Classification	CodeCode Available	0	5

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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