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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 211–220 of 1198 papers

Title	Date	Tasks	Status	Hype
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training	Dec 20, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
Multi-Label Classification of COVID-Tweets Using Large Language Models	Dec 17, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social Media	Dec 17, 2023	Language ModelingLanguage Modelling	CodeCode Available	0
Hierarchical Classification of Financial Transactions Through Context-Fusion of Transformer-based Embeddings and Taxonomy-aware Attention Layer	Dec 12, 2023	Hierarchical Multi-label ClassificationMulti-Label Classification	—Unverified	0
Language-Guided Transformer for Federated Multi-Label Classification	Dec 12, 2023	ClassificationFederated Learning	CodeCode Available	1
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and Noise	Dec 12, 2023	Data AugmentationDiversity	CodeCode Available	1
Enhancing Medical Specialty Assignment to Patients using NLP Techniques	Dec 9, 2023	Language ModelingLanguage Modelling	—Unverified	0
Text as Image: Learning Transferable Adapter for Multi-Label Classification	Dec 7, 2023	image-classificationImage Classification	—Unverified	0
Adaptive Hinge Balance Loss for Document-Level Relation Extraction	Dec 6, 2023	Document-level Relation ExtractionMulti-Label Classification	CodeCode Available	0
Prompted Zero-Shot Multi-label Classification of Factual Incorrectness in Machine-Generated Summaries	Dec 2, 2023	ArticlesMulti-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