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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 141–150 of 1198 papers

Title	Date	Tasks	Status	Hype
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT	Mar 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
NVUM: Non-Volatile Unbiased Memory for Robust Medical Image Classification	Mar 6, 2021	image-classificationImage Classification with Label Noise	CodeCode Available	1
Modeling Multi-Label Action Dependencies for Temporal Action Localization	Mar 4, 2021	Action DetectionAction Localization	CodeCode Available	1
RotoGrad: Gradient Homogenization in Multitask Learning	Mar 3, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning	Jan 15, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification	Jan 13, 2021	General ClassificationHierarchical Multi-label Classification	CodeCode Available	1
PDAN: Pyramid Dilated Attention Network for Action Detection	Jan 5, 2021	Action DetectionAction Localization	CodeCode Available	1
Logic Tensor Networks	Dec 25, 2020	ClusteringMulti-Label Classification	CodeCode Available	1
Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition	Dec 5, 2020	Multi-Label ClassificationMulti-Label Image Recognition	CodeCode Available	1
Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework	Dec 1, 2020	Extreme Multi-Label ClassificationLanguage Modeling	CodeCode Available	1

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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