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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 651–660 of 1198 papers

Title	Date	Tasks	Status	Hype
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting	Nov 16, 2021	Document ClassificationMulti-Label Classification	—Unverified	0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides	Nov 11, 2021	Binary ClassificationLanguage Modelling	—Unverified	0
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification	Nov 1, 2021	Meta-LearningMulti-Label Classification	—Unverified	0
Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition	Nov 1, 2021	Data AugmentationLow Resource Named Entity Recognition	—Unverified	0
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction	Oct 29, 2021	Extreme Multi-Label ClassificationLanguage Modelling	CodeCode Available	0
Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry	Oct 28, 2021	ArticlesMulti-Label Classification	—Unverified	0
Meta-Learning for Multi-Label Few-Shot Classification	Oct 26, 2021	ClassificationFew-Shot Learning	—Unverified	0
Knowledge-driven Active Learning	Oct 15, 2021	Active LearningMulti-Label Classification	CodeCode Available	0
Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers	Oct 13, 2021	Extreme Multi-Label ClassificationGPU	CodeCode Available	0
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records	Oct 11, 2021	BenchmarkingBinary 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