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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 241–250 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents	Dec 3, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Classifier-guided CLIP Distillation for Unsupervised Multi-label Classification	Jan 1, 2025	ClassificationLanguage Modeling	CodeCode Available	0	5
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification	Oct 20, 2023	Dialect IdentificationMulti-Label Classification	CodeCode Available	0	5
Classifier Chain Networks for Multi-Label Classification	Nov 4, 2024	ClassificationMulti-Label Classification	CodeCode Available	0	5
Holistic Label Correction for Noisy Multi-Label Classification	Jan 1, 2023	ClassificationMemorization	CodeCode Available	0	5
Hierarchical Multi-label Classification of Text with Capsule Networks	Jul 1, 2019	AttributeClassification	CodeCode Available	0	5
A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification	Jul 1, 2019	General 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
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues	Dec 30, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0	5
Choice-Aware User Engagement Modeling andOptimization on Social Media	Apr 1, 2021	ClusteringMulti-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