SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 911–920 of 1198 papers

TitleStatusHype
CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3—0
dacl1k: Real-World Bridge Damage Dataset Putting Open-Source Data to the Test—0
Data Augmentation Imbalance For Imbalanced Attribute Classification—0
Data Efficient Training with Imbalanced Label Sample Distribution for Fashion Detection—0
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs—0
Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN—0
Decision Making for Hierarchical Multi-label Classification with Multidimensional Local Precision Rate—0
Decoding the Narratives: Analyzing Personal Drug Experiences Shared on Reddit—0
Deep Active Learning for Multi-Label Classification of Remote Sensing Images—0
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification—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