SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 821–830 of 1198 papers

TitleStatusHype
Integrating Unsupervised Clustering and Label-specific Oversampling to Tackle Imbalanced Multi-label Data—0
Integration of Autoencoder and Functional Link Artificial Neural Network for Multi-label Classification—0
Intelligent EHRs: Predicting Procedure Codes From Diagnosis Codes—0
Interaction Matching for Long-Tail Multi-Label Classification—0
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation—0
Interval Type-2 Fuzzy Neural Networks for Multi-Label Classification—0
Investigating Active Learning Sampling Strategies for Extreme Multi Label Text Classification—0
Investigating Class-level Difficulty Factors in Multi-label Classification Problems—0
Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models—0
Investigating Self-Supervised Methods for Label-Efficient Learning—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