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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 531–540 of 1198 papers

Title	Date	Tasks	Status	Hype
Deep Learning for Multi-label Classification	Dec 17, 2014	ClassificationDeep Learning	—Unverified	0
Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality	Jan 17, 2024	Bayesian OptimizationDeep Learning	—Unverified	0
Automatic Differential Diagnosis using Transformer-Based Multi-Label Sequence Classification	Aug 28, 2024	DiagnosticMulti-Label Classification	—Unverified	0
Improving performance and inference on audio classification tasks using capsule networks	Feb 13, 2019	Audio ClassificationClassification	—Unverified	0
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition	Feb 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Automatic Diagnosis Coding of Radiology Reports: A Comparison of Deep Learning and Conventional Classification Methods	Aug 1, 2017	Decision MakingDeep Learning	—Unverified	0
An Efficient Large-scale Semi-supervised Multi-label Classifier Capable of Handling Missing labels	Jun 18, 2016	Dimensionality ReductionMissing Labels	—Unverified	0
Deep learning algorithm for data-driven simulation of noisy dynamical system	Feb 22, 2018	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Automatic Detection of Psychological Distress Indicators and Severity Assessment from Online Forum Posts	Dec 1, 2012	Multi-Label ClassificationText Classification	—Unverified	0
Active Learning Guided Fine-Tuning for enhancing Self-Supervised Based Multi-Label Classification of Remote Sensing Images	Jun 12, 2023	Active LearningMulti-Label 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