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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 351–360 of 1198 papers

TitleStatusHype
Distinguishability of Adversarial Examples—0
Efficient Classification of Long Documents Using Transformers—0
BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer—0
Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening—0
Efficient Monte Carlo Methods for Multi-Dimensional Learning with Classifier Chains—0
Understanding Behavior of Clinical Models under Domain Shifts—0
Efficient Text Encoders for Labor Market Analysis—0
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers—0
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?—0
BERT-based Ensemble Approaches for Hate Speech Detection—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