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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 321–330 of 1198 papers

Title	Date	Tasks	Status	Hype
Asymmetric Polynomial Loss For Multi-Label Classification	Apr 10, 2023	Classificationimage-classification	CodeCode Available	1
Multi-label classification of open-ended questions with BERT	Apr 6, 2023	ClassificationMulti-Label Classification	—Unverified	0
Automatic ICD-10 Code Association: A Challenging Task on French Clinical Texts	Apr 6, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	—Unverified	0
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification	Apr 4, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction	Apr 3, 2023	Contrastive LearningDocument-level Relation Extraction	CodeCode Available	0
A two-head loss function for deep Average-K classification	Mar 31, 2023	ClassificationMulti-Label Classification	—Unverified	0
Reliable Representations Learning for Incomplete Multi-View Partial Multi-Label Classification	Mar 30, 2023	ClassificationContrastive Learning	—Unverified	0
Neuro-symbolic Rule Learning in Real-world Classification Tasks	Mar 29, 2023	Binary ClassificationClassification	CodeCode Available	0
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays	Mar 24, 2023	Decision MakingMedical Image Analysis	CodeCode Available	1
Deep Double Incomplete Multi-view Multi-label Learning with Incomplete Labels and Missing Views	Mar 23, 2023	ClassificationDecoder	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