SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1176–1198 of 1198 papers

TitleStatusHype
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Ensemble Detection of Single & Multiple Events at Sentence-Level—0
Multi-label ensemble based on variable pairwise constraint projection—0
Large-scale Multi-label Text Classification - Revisiting Neural Networks—0
Overview of the 2013 ALTA Shared Task—0
On the Bayes-optimality of F-measure maximizers—0
Gibbs Max-margin Topic Models with Data Augmentation—0
Global Model for Hierarchical Multi-Label Text Classification—0
Automatically Classifying Edit Categories in Wikipedia Revisions—0
JRC EuroVoc Indexer JEX - A freely available multi-label categorisation tool—0
HYENA-live: Fine-Grained Online Entity Type Classification from Natural-language Text—0
Large-scale Multi-label Learning with Missing Labels—0
Ensemble Methods for Multi-label Classification—0
Sexual predator detection in chats with chained classifiers—0
Multi-Label Classifier Chains for Bird Sound—0
Feature-aware Label Space Dimension Reduction for Multi-label Classification—0
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction—0
Automatic Detection of Psychological Distress Indicators and Severity Assessment from Online Forum Posts—0
Multi-Target Regression via Input Space Expansion: Treating Targets as Inputs—0
Efficient Monte Carlo Methods for Multi-Dimensional Learning with Classifier Chains—0
Maximum Margin Multi-Label Structured Prediction—0
An Exact Algorithm for F-Measure Maximization—0
Reverse Multi-Label Learning—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