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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 981–990 of 1198 papers

Title	Date	Tasks	Status	Hype
Multi-view Multi-label Fine-grained Emotion Decoding from Human Brain Activity	Oct 26, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
A Robust Experimental Evaluation of Automated Multi-Label Classification Methods	May 16, 2020	AutoMLBayesian Optimization	CodeCode Available	0
Framing Word Sense Disambiguation as a Multi-Label Problem for Model-Agnostic Knowledge Integration	Apr 1, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Using LLMs to label medical papers according to the CIViC evidence model	Jul 5, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Recurrent Bayesian Classifier Chains for Exact Multi-Label Classification	Dec 1, 2021	Autonomous VehiclesClassification	CodeCode Available	0
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding	Dec 22, 2022	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Food Ingredients Recognition through Multi-label Learning	Jul 27, 2017	Multi-Label ClassificationMulti-Label Learning	CodeCode Available	0
F-measure Maximization in Multi-Label Classification with Conditionally Independent Label Subsets	Apr 26, 2016	General ClassificationMulti-Label Classification	CodeCode Available	0
Interpretation of multi-label classification models using shapley values	Apr 21, 2021	ClassificationGeneral Classification	CodeCode Available	0
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels	Nov 15, 2019	DiagnosticMulti-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