SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1101–1150 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
Multi-Label Ranking From Positive and Unlabeled Data—0
Classification of Human Whole-Body Motion using Hidden Markov Models—0
F-measure Maximization in Multi-Label Classification with Conditionally Independent Label SubsetsCode0
CNN-RNN: A Unified Framework for Multi-label Image ClassificationCode0
Towards Label Imbalance in Multi-label Classification with Many Labels—0
Topic Model Based Multi-Label Classification from the Crowd—0
Exemplar-AMMs: Recognizing Crowd Movements from Pedestrian Trajectories—0
Cost-Sensitive Label Embedding for Multi-Label ClassificationCode0
Fast Training of Triplet-based Deep Binary Embedding Networks—0
Asymptotic consistency and order specification for logistic classifier chains in multi-label learning—0
Feature ranking for multi-label classification using Markov Networks—0
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label ClassificationCode0
LLSF - Learning Label Specific Features for Multi-Label ClassifcationCode0
Inducing Generalized Multi-Label Rules with Learning Classifier SystemsCode0
On the Optimality of Classifier Chain for Multi-label Classification—0
Self-Organizing Maps for Classification of a Multi-Labeled Corpus—0
Sparse Local Embeddings for Extreme Multi-label Classification—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Structured Prediction Energy Networks—0
Fast Metric Learning For Deep Neural Networks—0
Normalization of Relative and Incomplete Temporal Expressions in Clinical Narratives—0
Locally Non-linear Embeddings for Extreme Multi-label Learning—0
Sentence-level Emotion Classification with Label and Context Dependence—0
An Ensemble method for Content Selection for Data-to-text Systems—0
Semidefinite and Spectral Relaxations 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