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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 231–240 of 1198 papers

Title	Date	Tasks	Status	Hype
Exploring Best Practices for ECG Pre-Processing in Machine Learning	Nov 2, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
TLMCM Network for Medical Image Hierarchical Multi-Label Classification	Nov 1, 2023	ClassificationHierarchical Multi-label Classification	—Unverified	0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT	Oct 31, 2023	Binary ClassificationChunking	—Unverified	0
Dense Retrieval as Indirect Supervision for Large-space Decision Making	Oct 28, 2023	Decision MakingEntity Typing	CodeCode Available	0
A Multi-Modal Multilingual Benchmark for Document Image Classification	Oct 25, 2023	ClassificationCross-Lingual Transfer	—Unverified	0
Neural Collapse in Multi-label Learning with Pick-all-label Loss	Oct 24, 2023	AllMulti-class Classification	CodeCode Available	0
Text2Topic: Multi-Label Text Classification System for Efficient Topic Detection in User Generated Content with Zero-Shot Capabilities	Oct 23, 2023	Decision MakingMulti-Label Classification	CodeCode Available	0
What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies	Oct 23, 2023	Entity TypingMulti-Label Classification	—Unverified	0
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification	Oct 20, 2023	Dialect IdentificationMulti-Label Classification	CodeCode Available	0
Powerset multi-class cross entropy loss for neural speaker diarization	Oct 19, 2023	Multi-class ClassificationMulti-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