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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 261–270 of 1198 papers

Title	Date	Tasks	Status	Hype
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media	Sep 7, 2023	ClassificationLanguage Modeling	CodeCode Available	1
dacl1k: Real-World Bridge Damage Dataset Putting Open-Source Data to the Test	Sep 7, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation	Sep 4, 2023	FairnessHierarchical Multi-label Classification	—Unverified	0
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports	Sep 4, 2023	Computed Tomography (CT)Medical Image Analysis	—Unverified	0
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition	Aug 28, 2023	graph constructionMulti-Label Classification	CodeCode Available	1
Network Embedding Using Sparse Approximations of Random Walks	Aug 25, 2023	ClusteringMulti-Label Classification	—Unverified	0
Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays	Aug 17, 2023	Data AugmentationMulti-Label Classification	—Unverified	0
Robust Asymmetric Loss for Multi-Label Long-Tailed Learning	Aug 10, 2023	image-classificationImage Classification	CodeCode Available	1
DOST -- Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels	Aug 9, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Multi-Label Self-Supervised Learning with Scene Images	Aug 7, 2023	Contrastive LearningMulti-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