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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 691–700 of 1198 papers

Title	Date	Tasks	Status	Hype
Top-k eXtreme Contextual Bandits with Arm Hierarchy	Feb 15, 2021	Computational EfficiencyExtreme Multi-Label Classification	CodeCode Available	0
Comprehensive Comparative Study of Multi-Label Classification Methods	Feb 14, 2021	ClassificationGeneral Classification	—Unverified	0
Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems	Feb 5, 2021	BIG-bench Machine LearningCombinatorial Optimization	—Unverified	0
ReliefE: Feature Ranking in High-dimensional Spaces via Manifold Embeddings	Jan 23, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
A shallow neural model for relation prediction	Jan 22, 2021	Knowledge Graph Completionmodel	CodeCode Available	0
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
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text	Jan 11, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Task Adaptive Pretraining of Transformers for Hostility Detection	Jan 9, 2021	Binary ClassificationClassification	—Unverified	0
Distribution-Free, Risk-Controlling Prediction Sets	Jan 7, 2021	BIG-bench Machine LearningClassification	CodeCode Available	2

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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