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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1126–1150 of 1198 papers

TitleStatusHype
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-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
6Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93—Unverified
7Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
8YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
9Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified
10DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93—Unverified