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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 21–30 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition	Jul 3, 2023	Learning with noisy labelsMulti-Label Classification	CodeCode Available	1	5
CheXclusion: Fairness gaps in deep chest X-ray classifiers	Feb 14, 2020	AllDiagnostic	CodeCode Available	1	5
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text	May 9, 2023	ClassificationDecoder	CodeCode Available	1	5
Amalgamating Knowledge From Heterogeneous Graph Neural Networks	Jun 19, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels	Oct 4, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	5
VALUED -- Vision and Logical Understanding Evaluation Dataset	Nov 21, 2023	ClassificationMulti-Label Classification	CodeCode Available	1	5
A data-centric approach for assessing progress of Graph Neural Networks	Jun 18, 2024	ClassificationMulti-class Classification	CodeCode Available	1	5
Cluster-Guided Label Generation in Extreme Multi-Label Classification	Feb 17, 2023	ClassificationExtreme Multi-Label Classification	CodeCode Available	1	5
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification	Nov 25, 2021	image-classificationImage Classification	CodeCode Available	1	5
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines	Apr 28, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1	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-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified