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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 831–840 of 1198 papers

Title	Date	Tasks	Status	Hype
Enzyme promiscuity prediction using hierarchy-informed multi-label classification	Feb 18, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
CheXclusion: Fairness gaps in deep chest X-ray classifiers	Feb 14, 2020	AllDiagnostic	CodeCode Available	1
Understanding patient complaint characteristics using contextual clinical BERT embeddings	Feb 14, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Description Based Text Classification with Reinforcement Learning	Feb 8, 2020	ClassificationGeneral Classification	—Unverified	0
Differentiable Forward and Backward Fixed-Point Iteration Layers	Feb 7, 2020	DenoisingImage Denoising	—Unverified	0
Multi-label Relation Modeling in Facial Action Units Detection	Feb 4, 2020	General ClassificationMulti-Label Classification	—Unverified	0
Dialogue-Based Simulation For Cultural Awareness Training	Feb 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning	Jan 25, 2020	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding	Jan 17, 2020	Content-Based Image RetrievalImage Retrieval	—Unverified	0
ExEm: Expert Embedding using dominating set theory with deep learning approaches	Jan 16, 2020	Graph EmbeddingLink Prediction	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