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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 1001–1010 of 1198 papers

Title	Date	Tasks	Status	Hype
JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial Example	Jan 2, 2024	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
JNLP at SemEval-2025 Task 11: Cross-Lingual Multi-Label Emotion Detection Using Generative Models	May 19, 2025	Emotion RecognitionMulti-Label Classification	CodeCode Available	0
Neural Collapse in Multi-label Learning with Pick-all-label Loss	Oct 24, 2023	AllMulti-class Classification	CodeCode Available	0
Tile Compression and Embeddings for Multi-Label Classification in GeoLifeCLEF 2024	Jul 8, 2024	Contrastive LearningMulti-Label Classification	CodeCode Available	0
FlexER: Flexible Entity Resolution for Multiple Intents	Aug 23, 2022	Entity ResolutionGraph Neural Network	CodeCode Available	0
Jointly Modeling Aspect and Polarity for Aspect-based Sentiment Analysis in Persian Reviews	Sep 16, 2021	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss	Mar 9, 2018	General ClassificationMulti-Label Classification	CodeCode Available	0
Bayes metaclassifier and Soft-confusion-matrix classifier in the task of multi-label classification	Jan 25, 2019	ClassificationGeneral Classification	CodeCode Available	0
Joint Ranking SVM and Binary Relevance with Robust Low-Rank Learning for Multi-Label Classification	Nov 5, 2019	General ClassificationMulti-Label Classification	CodeCode Available	0
Source detection via multi-label classification	Sep 27, 2022	ClassificationMulti-class 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