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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 251–260 of 1198 papers

TitleStatusHype
Incomplete Multi-view Multi-label Classification via a Dual-level Contrastive Learning Framework—0
Multi-Label Contrastive Learning : A Comprehensive StudyCode0
Evaluating LLM Prompts for Data Augmentation in Multi-label Classification of Ecological Texts—0
LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges—0
Semantic segmentation on multi-resolution optical and microwave data using deep learning—0
Classifier Chain Networks for Multi-Label ClassificationCode0
A Similarity-Based Oversampling Method for Multi-label Imbalanced Text Data—0
Label Cluster Chains for Multi-Label Classification—0
Large Language Models for Patient Comments Multi-Label Classification—0
Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss—0
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All datasetsCheXpertMS-COCOPASCAL VOC 2007NUS-WIDEChestX-ray14OpenImages-v6PASCAL VOC 2012MLRSNetMRNetMIMIC-CXR

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93—Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93—Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93—Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified