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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 321–330 of 1198 papers

TitleStatusHype
OptLLM: Optimal Assignment of Queries to Large Language ModelsCode0
Transformer-based Federated Learning for Multi-Label Remote Sensing Image Classification—0
Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models—0
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained ModelCode0
Boosting Single Positive Multi-label Classification with Generalized Robust LossCode0
Transformer models as an efficient replacement for statistical test suites to evaluate the quality of random numbers—0
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification—0
Learning label-label correlations in Extreme Multi-label Classification via Label Features—0
Using In-Service Train Vibration for Detecting Railway Maintenance Needs—0
Explainable Multi-Label Classification of MBTI Types—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