SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 451–500 of 1198 papers

TitleStatusHype
An Ensemble method for Content Selection for Data-to-text Systems—0
First Demonstration of 512-Color Shift Keying Signal Demodulation Using Neural Equalization for Optical Camera Communication—0
Discriminative Kernel Convolution Network for Multi-Label Ophthalmic Disease Detection on Imbalanced Fundus Image Dataset—0
FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
Discourse Relations and Conjoined VPs: Automated Sense Recognition—0
Community Aware Random Walk for Network Embedding—0
Font Shape-to-Impression Translation—0
Compact Learning for Multi-Label Classification—0
F-PABEE: Flexible-patience-based Early Exiting for Single-label and Multi-label text Classification Tasks—0
Adversarial Sampling for Active Learning—0
Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data—0
HYENA-live: Fine-Grained Online Entity Type Classification from Natural-language Text—0
From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning—0
A Complexity Map of Probabilistic Reasoning for Neurosymbolic Classification Techniques—0
Efficient Online ML API Selection for Multi-Label Classification Tasks—0
Fully DNN-based Multi-label regression for audio tagging—0
Fully Scalable Gaussian Processes using Subspace Inducing Inputs—0
G2NetPL: Generic Game-Theoretic Network for Partial-Label Image Classification—0
Imposing Hard Logical Constraints on Multi-label Classification Neural Networks—0
INSIGHT-1 at SemEval-2016 Task 5: Deep Learning for Multilingual Aspect-based Sentiment Analysis—0
Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting—0
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques—0
Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm—0
DINE: A Framework for Deep Incomplete Network Embedding—0
Generative Pre-Trained Transformer for Cardiac Abnormality Detection—0
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition—0
Conditional Graphical Lasso for Multi-Label Image Classification—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—0
Differentiable Forward and Backward Fixed-Point Iteration Layers—0
An Ensemble Learning Based Approach to Multi-label Power Text Classification for Fault-type Recognition—0
Hoeffding adaptive trees for multi-label classification on data streams—0
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade—0
Dialogue-Based Simulation For Cultural Awareness Training—0
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction—0
Google is all you need: Semi-Supervised Transfer Learning Strategy For Light Multimodal Multi-Task Classification Model—0
An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training Strategy—0
Gradient tree boosting with random output projections for multi-label classification and multi-output regression—0
GraftNet: An Engineering Implementation of CNN for Fine-grained Multi-label Task—0
Grammatical Error Detection and Correction using a Single Maximum Entropy Model—0
Content Explorer: Recommending Novel Entities for a Document Writer—0
Diabetic Retinopathy Grading System Based on Transfer Learning—0
Determined Multi-Label Learning via Similarity-Based Prompt—0
Graph-Ensemble Learning Model for Multi-label Skin Lesion Classification using Dermoscopy and Clinical Images—0
Basic and Depression Specific Emotion Identification in Tweets: Multi-label Classification Experiments—0
Contextual Memory Trees—0
Adversarial Learning of Label Dependency: A Novel Framework for Multi-class Classification—0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders—0
Detecting mentions of pain and acute confusion in Finnish clinical text—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