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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 951–960 of 1198 papers

Title	Date	Tasks	Status	Hype
Convolutional Neural Networks (CNNs) for power system big data analysis	Sep 17, 2017	General ClassificationMulti-Label Classification	CodeCode Available	0
Imbalanced multi-label classification using multi-task learning with extractive summarization	Mar 16, 2019	ClassificationExtractive Summarization	CodeCode Available	0
Adaptive Hinge Balance Loss for Document-Level Relation Extraction	Dec 6, 2023	Document-level Relation ExtractionMulti-Label Classification	CodeCode Available	0
Similarity-Dissimilarity Loss for Multi-label Supervised Contrastive Learning	Oct 17, 2024	Contrastive LearningMulti-Label Classification	CodeCode Available	0
Multimodal Word Sense Disambiguation in Creative Practice	Jul 15, 2020	ClassificationDescriptive	CodeCode Available	0
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning	Jun 2, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available	0
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting	Mar 15, 2022	Document ClassificationMulti-Label Classification	CodeCode Available	0
Multi-relation Message Passing for Multi-label Text Classification	Feb 10, 2022	Classificationimage-classification	CodeCode Available	0
Beyond Conventional Transformers: The Medical X-ray Attention (MXA) Block for Improved Multi-Label Diagnosis Using Knowledge Distillation	Apr 3, 2025	Anomaly DetectionKnowledge Distillation	CodeCode Available	0
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function	Oct 4, 2024	ClassificationContrastive Learning	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