SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 551–575 of 1198 papers

TitleStatusHype
Feature-aware Label Space Dimension Reduction for Multi-label Classification—0
Fast Training of Triplet-based Deep Binary Embedding Networks—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
CNO-LSTM: A Chaotic Neural Oscillatory Long Short-Term Memory Model for Text Classification—0
Fast Multi-label Learning—0
Fast Metric Learning For Deep Neural Networks—0
FairPO: Robust Preference Optimization for Fair Multi-Label Learning—0
FAIRification of MLC data—0
A Scalable Multilabel Classification to Deploy Deep Learning Architectures For Edge Devices—0
Adaptive Thresholding for Multi-Label Classification via Global-Local Signal Fusion—0
Extreme Multi-Label Skill Extraction Training using Large Language Models—0
Extreme Multi-label Learning for Semantic Matching in Product Search—0
Extreme Multi-Label Classification with Label Masking for Product Attribute Value Extraction—0
Extreme Multi-label Classification from Aggregated Labels—0
Extreme Classification for Answer Type Prediction in Question Answering—0
Exploring space efficiency in a tree-based linear model for extreme multi-label classification—0
Class-Incremental Learning for Multi-Label Audio Classification—0
Exploring Correlation between Labels to improve Multi-Label Classification—0
Classifying Video based on Automatic Content Detection Overview—0
Exploit Bounding Box Annotations for Multi-label Object Recognition—0
Explaining the Performance of Multi-label Classification Methods with Data Set Properties—0
Classifying movie genres by analyzing text reviews—0
A Relational-learning Perspective to Multi-label Chest X-ray Classification—0
AI Guide Dog: Egocentric Path Prediction on Smartphone—0
Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE—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