SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1171–1180 of 1198 papers

TitleStatusHype
LSTM and CNN application for core-collapse supernova search in gravitational wave real data—0
LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges—0
Machine learning approach for text and document mining—0
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements—0
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning—0
Masks and Manuscripts: Advancing Medical Pre-training with End-to-End Masking and Narrative Structuring—0
Matrix Co-completion for Multi-label Classification with Missing Features and Labels—0
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification—0
Maximum Margin Multi-Label Structured Prediction—0
MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models—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-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
9Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified