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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 431–440 of 1198 papers

Title	Date	Tasks	Status	Hype	Score
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals	Jun 8, 2024	Clinical KnowledgeMulti-Label Classification	CodeCode Available	0	5
Food Ingredients Recognition through Multi-label Learning	Jul 27, 2017	Multi-Label ClassificationMulti-Label Learning	CodeCode Available	0	5
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques	Mar 13, 2020	ClassificationCPU	CodeCode Available	0	5
GraphATC: advancing multilevel and multi-label anatomical therapeutic chemical classification via atom-level graph learning	Apr 26, 2025	Drug ATC ClassificationGraph Classification	CodeCode Available	0	5
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics	Jun 16, 2024	ClassificationInformativeness	CodeCode Available	0	5
A scikit-based Python environment for performing multi-label classification	Feb 5, 2017	General ClassificationManagement	CodeCode Available	0	5
COVID-19 Tweets Analysis through Transformer Language Models	Feb 27, 2021	ManagementMulti-Label Classification	CodeCode Available	0	5
Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity	Sep 9, 2024	GPUMulti-Label Classification	CodeCode Available	0	5
Attack Transferability Characterization for Adversarially Robust Multi-label Classification	Jun 29, 2021	Adversarial AttackClassification	CodeCode Available	0	5
Cost-Sensitive Reference Pair Encoding for Multi-Label Learning	Nov 29, 2016	Active LearningMulti-Label Classification	CodeCode Available	0	5

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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