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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 571–580 of 1198 papers

Title	Date	Tasks	Status	Hype
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
Multi-label Classification with Partial Annotations using Class-aware Selective Loss	Oct 21, 2021	Missing LabelsMulti-Label Classification	CodeCode Available	1
Propensity-scored Probabilistic Label Trees	Oct 20, 2021	Extreme Multi-Label ClassificationMulti-Label Classification	CodeCode Available	1
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models	Oct 16, 2021	DecoderLanguage Modelling	CodeCode Available	1
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