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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 941–950 of 1198 papers

Title	Date	Tasks	Status	Hype
Improving performance and inference on audio classification tasks using capsule networks	Feb 13, 2019	Audio ClassificationClassification	—Unverified	0
Robustness Certificates Against Adversarial Examples for ReLU Networks	Feb 1, 2019	General ClassificationMulti-Label Classification	—Unverified	0
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification	Jan 25, 2019	ClassificationGeneral Classification	CodeCode Available	0
Stochastic Gradient Trees	Jan 23, 2019	ClassificationGeneral Classification	CodeCode Available	0
Plugin Networks for Inference under Partial Evidence	Jan 2, 2019	Multi-Label ClassificationScene Recognition	CodeCode Available	0
Multi-Label Adversarial Perturbations	Jan 2, 2019	General Classificationimage-classification	—Unverified	0
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature Genome	Dec 25, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
Group Preserving Label Embedding for Multi-Label Classification	Dec 24, 2018	ClassificationDimensionality Reduction	—Unverified	0
COSINE: Compressive Network Embedding on Large-scale Information Networks	Dec 21, 2018	General Classificationgraph partitioning	—Unverified	0
Exploiting Anti-monotonicity of Multi-label Evaluation Measures for Inducing Multi-label Rules	Dec 14, 2018	General ClassificationMulti-Label Classification	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