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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 171–180 of 1198 papers

Title	Date	Tasks	Status	Hype
An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text	May 9, 2023	ClassificationDecoder	CodeCode Available	1
Learning Semantic-Specific Graph Representation for Multi-Label Image Recognition	Aug 20, 2019	Graph Representation LearningMulti-Label Classification	CodeCode Available	1
Learning with Holographic Reduced Representations	Sep 5, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification	Apr 4, 2023	ClassificationMulti-Label Classification	CodeCode Available	1
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1
Class-Incremental Lifelong Learning in Multi-Label Classification	Jul 16, 2022	ClassificationLifelong learning	CodeCode Available	1
Densely Connected Convolutional Networks	Aug 25, 2016	Breast Tumour ClassificationClassification	CodeCode Available	1
ESC: Redesigning WSD with Extractive Sense Comprehension	Jun 1, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1
MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data	Jan 7, 2022	Image SegmentationMulti-Label Classification	CodeCode Available	1
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers	Mar 13, 2023	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	1

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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