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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 311–320 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Dense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA	May 8, 2015	ClusteringMulti-Label Classification	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
Hierarchical Multi-Label Classification with Missing Information for Benthic Habitat Imagery	Sep 10, 2024	Hierarchical Multi-label ClassificationMulti-Label Classification	CodeCode Available	0	5
Identifying Incorrect Annotations in Multi-Label Classification Data	Nov 25, 2022	ClassificationLabel Error Detection	CodeCode Available	0	5
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs	Mar 13, 2017	General ClassificationImage Segmentation	CodeCode Available	0	5
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical Notes	Feb 7, 2018	BIG-bench Machine LearningDeep Learning	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
Auxiliary Label Embedding for Multi-label Learning with Missing Labels	May 6, 2023	Missing LabelsMulti-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
Top-Down Framework for Weakly-supervised Grounded Image Captioning	Jun 13, 2023	Image CaptioningMulti-Label 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