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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	Score
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model	Jul 12, 2020	DecoderGeneral Classification	CodeCode Available	1	5
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding	Aug 3, 2022	Medical Code PredictionMulti-Label Classification	CodeCode Available	1	5
Hierarchical Multi-Label Classification of Scientific Documents	Nov 5, 2022	ClassificationHierarchical Multi-label Classification	CodeCode Available	1	5
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification	May 26, 2023	ClassificationContrastive Learning	CodeCode Available	1	5
Asymmetric Loss For Multi-Label Classification	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition	Jul 3, 2023	Learning with noisy labelsMulti-Label Classification	CodeCode Available	1	5
Coherent Hierarchical Multi-Label Classification Networks	Oct 20, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
Co-attention network with label embedding for text classification	Nov 4, 2021	ClassificationMulti-class Classification	CodeCode Available	1	5
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification	Sep 14, 2022	Binary ClassificationClassification	CodeCode Available	1	5
A Symbolic Character-Aware Model for Solving Geometry Problems	Aug 5, 2023	MathMulti-Label Classification	CodeCode Available	1	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