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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 561–570 of 1198 papers

TitleStatusHype
Improving Neural-based Classification with Logical Background Knowledge—0
Improving performance and inference on audio classification tasks using capsule networks—0
Automatically Cataloging Scholarly Articles using Library of Congress Subject Headings—0
Incomplete Multi-view Multi-label Classification via a Dual-level Contrastive Learning Framework—0
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification—0
Interval Type-2 Fuzzy Neural Networks for Multi-Label Classification—0
Deep Generative Models for Weakly-Supervised Multi-Label Classification—0
Incorporating Domain Knowledge into Language Transformers for Multi-Label Classification of Chinese Medical Questions—0
Deep Active Learning for Multi-Label Classification of Remote Sensing Images—0
Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting—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