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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 1091–1100 of 1198 papers

Title	Date	Tasks	Status	Hype
Local Multi-Label Explanations for Random Forest	Jul 5, 2022	ClassificationDecision Making	CodeCode Available	0
Elucidating image-to-set prediction: An analysis of models, losses and datasets	Apr 11, 2019	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Long-tailed multi-label classification with noisy label of thoracic diseases from chest X-ray	Nov 29, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations	Dec 20, 2016	ClusteringInformation Retrieval	CodeCode Available	0
Lotus at SemEval-2025 Task 11: RoBERTa with Llama-3 Generated Explanations for Multi-Label Emotion Classification	Feb 27, 2025	ClassificationEmotion Classification	CodeCode Available	0
ELASTIC: Improving CNNs with Dynamic Scaling Policies	Dec 13, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
Low rank label subspace transformation for multi-label learning with missing labels	Mar 5, 2022	Missing LabelsMissing Values	CodeCode Available	0
OptLLM: Optimal Assignment of Queries to Large Language Models	May 24, 2024	Log ParsingMulti-Label Classification	CodeCode Available	0
Order-free Learning Alleviating Exposure Bias in Multi-label Classification	Sep 8, 2019	DecoderGeneral Classification	CodeCode Available	0
Efficient Robust Optimal Transport with Application to Multi-Label Classification	Oct 22, 2020	Multi-class 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