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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 591–600 of 1198 papers

TitleStatusHype
Incorporating Domain Knowledge into Language Transformers for Multi-Label Classification of Chinese Medical Questions—0
Predicting COVID-19 Patient Shielding: A Comprehensive StudyCode0
On Riemannian Approach for Constrained Optimization Model in Extreme Classification Problems—0
Contrastively Enforcing Distinctiveness for Multi-Label Classification—0
TailMix: Overcoming the Label Sparsity for Extreme Multi-label Classification—0
Structured Energy Network as a dynamic loss function. Case study. A case study with multi-label Classification—0
Modeling Label Space Interactions in Multi-label Classification using Box EmbeddingsCode1
Can multi-label classification networks know what they don't know?Code1
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning ObjectiveCode1
Speeding-up One-vs-All Training for Extreme Classification via Smart Initialization—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