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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 91–100 of 1198 papers

Title	Date	Tasks	Status	Hype
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images	Jun 3, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1
Fast Network Embedding Enhancement via High Order Proximity Approximation	May 13, 2020	Dimensionality ReductionLink Prediction	CodeCode Available	1
Fixing Localization Errors to Improve Image Classification	Aug 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
FLAIR: Federated Learning Annotated Image Repository	Jul 18, 2022	Federated LearningMulti-Label Classification	CodeCode Available	1
Can multi-label classification networks know what they don't know?	Sep 29, 2021	ClassificationMulti-class Classification	CodeCode Available	1
Graph Attention Transformer Network for Multi-Label Image Classification	Mar 8, 2022	ClassificationGraph Attention	CodeCode Available	1
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding	Aug 3, 2022	Medical Code PredictionMulti-Label Classification	CodeCode Available	1
Enzyme promiscuity prediction using hierarchy-informed multi-label classification	Feb 18, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification	Aug 13, 2024	Hierarchical Multi-label ClassificationMulti-Label Classification	CodeCode Available	1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels	Nov 27, 2023	Binary ClassificationMulti-Label Classification	CodeCode Available	1

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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