SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 1001–1025 of 1198 papers

TitleStatusHype
Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification—0
Entry Dependent Expert Selection in Distributed Gaussian Processes Using Multilabel Classification—0
Explainable Detection of Implicit Influential Patterns in Conversations via Data Augmentation—0
Explainable machine learning multi-label classification of Spanish legal judgements—0
Explainable Model-specific Algorithm Selection for Multi-Label Classification—0
Explainable Multi-Label Classification of MBTI Types—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—0
Explaining the Performance of Multi-label Classification Methods with Data Set Properties—0
Exploit Bounding Box Annotations for Multi-label Object Recognition—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Exploring space efficiency in a tree-based linear model for extreme multi-label classification—0
Extreme Classification for Answer Type Prediction in Question Answering—0
Extreme Multi-label Classification from Aggregated Labels—0
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction—0
Extreme Multi-label Learning for Semantic Matching in Product Search—0
Extreme Multi-Label Skill Extraction Training using Large Language Models—0
FAIRification of MLC data—0
FairPO: Robust Preference Optimization for Fair Multi-Label Learning—0
Fast Metric Learning For Deep Neural Networks—0
Fast Multi-label Learning—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Fast Training of Triplet-based Deep Binary Embedding Networks—0
Feature-aware Label Space Dimension Reduction for Multi-label Classification—0
Feature ranking for multi-label classification using Markov Networks—0
Feature Ranking for Semi-supervised 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