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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 1071–1080 of 1198 papers

Title	Date	Tasks	Status	Hype
Learning to diagnose from scratch by exploiting dependencies among labels	Oct 28, 2017	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling	Jul 11, 2016	Acoustic Scene ClassificationAll	CodeCode Available	0
A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification	Aug 1, 2022	ClassificationMulti-Label Classification	CodeCode Available	0
Sample-Efficient Learning of Novel Visual Concepts	Jun 15, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing	Jul 18, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
On the Trade-off Between Consistency and Coverage in Multi-label Rule Learning Heuristics	Aug 8, 2019	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
EUFCC-340K: A Faceted Hierarchical Dataset for Metadata Annotation in GLAM Collections	Jun 4, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack	Mar 5, 2021	Adversarial AttackDiagnostic	CodeCode Available	0
Error Detection and Constraint Recovery in Hierarchical Multi-Label Classification without Prior Knowledge	Jul 21, 2024	Hierarchical Multi-label ClassificationMulti-Label Classification	CodeCode Available	0
Scalable Label Distribution Learning for Multi-Label Classification	Nov 28, 2023	ClassificationMulti-Label Classification	CodeCode Available	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