SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 311–320 of 1198 papers

TitleStatusHype
0/1 Deep Neural Networks via Block Coordinate Descent—0
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers—0
Understanding Behavior of Clinical Models under Domain Shifts—0
An Online Universal Classifier for Binary, Multi-class and Multi-label Classification—0
BUTknot at SemEval-2016 Task 5: Supervised Machine Learning with Term Substitution Approach in Aspect Category Detection—0
bunji at SemEval-2016 Task 5: Neural and Syntactic Models of Entity-Attribute Relationship for Aspect-based Sentiment Analysis—0
Enabling Efficiency-Precision Trade-offs for Label Trees in Extreme Classification—0
Endoscopy Classification Model Using Swin Transformer and Saliency Map—0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT—0
A Flexible Class of Dependence-aware Multi-Label Loss Functions—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