SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 91–100 of 1198 papers

TitleStatusHype
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense ReasoningCode1
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity RecognitionCode0
Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models—0
Showing Many Labels in Multi-label Classification Models: An Empirical Study of Adversarial ExamplesCode5
Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware—0
A Novel Perspective for Multi-modal Multi-label Skin Lesion Classification—0
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio TaggingCode0
A Simpler Alternative to Variational Regularized Counterfactual Risk Minimization—0
Acoustic identification of individual animals with hierarchical contrastive learning—0
Conformal Distributed Remote Inference in Sensor Networks Under Reliability and Communication Constraints—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