SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1101–1125 of 1198 papers

TitleStatusHype
A Novel Progressive Multi-label Classifier for Classincremental Data—0
INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis—0
DiSMEC - Distributed Sparse Machines for Extreme Multi-label ClassificationCode0
An Online Universal Classifier for Binary, Multi-class and Multi-label Classification—0
A Unified View of Multi-Label Performance Measures—0
A novel online multi-label classifier for high-speed streaming data applications—0
A Novel Online Real-time Classifier for Multi-label Data Streams—0
A High Speed Multi-label Classifier based on Extreme Learning Machines—0
Multi-Label Classification Method Based on Extreme Learning Machines—0
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals—0
Unsupervised Feature Learning Based on Deep Models for Environmental Audio TaggingCode0
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global PoolingCode0
Fully DNN-based Multi-label regression for audio tagging—0
An empirical study on large scale text classification with skip-gram embeddings—0
An Efficient Large-scale Semi-supervised Multi-label Classifier Capable of Handling Missing labels—0
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models—0
Large scale biomedical texts classification: a kNN and an ESA-based approaches—0
How is a data-driven approach better than random choice in label space division for multi-label classification?—0
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix CompletionCode0
bunji at SemEval-2016 Task 5: Neural and Syntactic Models of Entity-Attribute Relationship for Aspect-based Sentiment Analysis—0
Conditional Graphical Lasso for Multi-Label Image Classification—0
Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence—0
Automatic tagging and retrieval of E-Commerce products based on visual features—0
Weakly Supervised Object Localization With Progressive Domain Adaptation—0
BUTknot at SemEval-2016 Task 5: Supervised Machine Learning with Term Substitution Approach in Aspect Category 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