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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 1101–1110 of 1198 papers

Title	Date	Tasks	Status	Hype
Efficient Discovery of Expressive Multi-label Rules using Relaxed Pruning	Aug 19, 2019	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records	Oct 11, 2021	BenchmarkingBinary Classification	CodeCode Available	0
Orderless Recurrent Models for Multi-label Classification	Nov 22, 2019	AttributeClassification	CodeCode Available	0
Dual-Encoders for Extreme Multi-Label Classification	Oct 16, 2023	ClassificationExtreme Multi-Label Classification	CodeCode Available	0
Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling	Jun 9, 2019	Link PredictionMulti-Label Classification	CodeCode Available	0
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction	Apr 3, 2023	Contrastive LearningDocument-level Relation Extraction	CodeCode Available	0
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging	Jul 13, 2016	Audio TaggingGeneral Classification	CodeCode Available	0
G-softmax: Improving Intra-class Compactness and Inter-class Separability of Features	Apr 8, 2019	General ClassificationMulti-Label Classification	CodeCode Available	0
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models	Aug 1, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
A Novel Online Stacked Ensemble for Multi-Label Stream Classification	Sep 26, 2018	ClassificationGeneral 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