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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 351–360 of 1198 papers

Title	Date	Tasks	Status	Hype
Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels	Feb 20, 2023	Multi-Label ClassificationStructured Prediction	CodeCode Available	0
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification	Feb 19, 2023	ClassificationFairness	—Unverified	0
Cluster-Guided Label Generation in Extreme Multi-Label Classification	Feb 17, 2023	ClassificationExtreme Multi-Label Classification	CodeCode Available	1
Review of Extreme Multilabel Classification	Feb 12, 2023	Classificationcompressed sensing	—Unverified	0
Towards Geospatial Foundation Models via Continual Pretraining	Feb 9, 2023	Change DetectionContinual Pretraining	CodeCode Available	1
Learning disentangled representations for explainable chest X-ray classification using Dirichlet VAEs	Feb 6, 2023	ClassificationMulti-Label Classification	—Unverified	0
Deep Dependency Networks for Multi-Label Classification	Feb 1, 2023	Action ClassificationClassification	—Unverified	0
Behavioural Reports of Multi-Stage Malware	Jan 30, 2023	feature selectionIntrusion Detection	CodeCode Available	0
LSTM and CNN application for core-collapse supernova search in gravitational wave real data	Jan 23, 2023	ClassificationMulti-Label Classification	—Unverified	0
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple Domains	Jan 11, 2023	image-classificationImage 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