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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 541–550 of 1198 papers

Title	Date	Tasks	Status	Hype
KFWC: A Knowledge-Driven Deep Learning Model for Fine-grained Classification of Wet-AMD	Dec 23, 2021	ClassificationMulti-Label Classification	—Unverified	0
Predicting Job Titles from Job Descriptions with Multi-label Text Classification	Dec 21, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Tree-Based Dynamic Classifier Chains	Dec 13, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Visual Transformers with Primal Object Queries for Multi-Label Image Classification	Dec 10, 2021	Decoderimage-classification	CodeCode Available	1
"What can I cook with these ingredients?" -- Understanding cooking-related information needs in conversational search	Dec 9, 2021	ClassificationConversational Search	CodeCode Available	0
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations	Dec 8, 2021	Graph Representation LearningMulti-Label Classification	—Unverified	0
An Effective GCN-based Hierarchical Multi-label classification for Protein Function Prediction	Dec 6, 2021	Hierarchical Multi-label ClassificationLanguage Modeling	—Unverified	0
Adaptive label thresholding methods for online multi-label classification	Dec 4, 2021	ClassificationMulti-Label Classification	—Unverified	0
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical Documents	Dec 3, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification	Dec 2, 2021	Contrastive LearningMulti-Label Classification	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