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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 626–650 of 1198 papers

TitleStatusHype
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?—0
Distantly supervised end-to-end medical entity extraction from electronic health records with human-level quality—0
Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019—0
Writing Style Aware Document-level Event Extraction—0
Multi-Label Classification on Remote-Sensing Images—0
KFWC: A Knowledge-Driven Deep Learning Model for Fine-grained Classification of Wet-AMD—0
Predicting Job Titles from Job Descriptions with Multi-label Text ClassificationCode0
Tree-Based Dynamic Classifier ChainsCode0
"What can I cook with these ingredients?" -- Understanding cooking-related information needs in conversational searchCode0
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations—0
An Effective GCN-based Hierarchical Multi-label classification for Protein Function Prediction—0
Adaptive label thresholding methods for online multi-label classification—0
Improving Predictions of Tail-end Labels using Concatenated BioMed-Transformers for Long Medical DocumentsCode0
Recurrent Bayesian Classifier Chains for Exact Multi-Label ClassificationCode0
Multi-Label Learning with Pairwise Relevance Ordering—0
Capacity and Bias of Learned Geometric Embeddings for Directed Graphs—0
A Gaussian Process-Bayesian Bernoulli Mixture Model for Multi-Label Active Learning—0
Empirical evaluation of shallow and deep learning classifiers for Arabic sentiment analysis—0
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021—0
Speaker Embedding-aware Neural Diarization for Flexible Number of Speakers with Textual InformationCode0
Hierarchical Text Classification As Sub-Hierarchy Sequence Generation—0
Imposing Hard Logical Constraints on Multi-label Classification Neural Networks—0
A transformer-based model for default prediction in mid-cap corporate markets—0
Evaluating Extreme Hierarchical Multi-label Classification—0
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis—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