SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 801–850 of 1198 papers

TitleStatusHype
Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQACode1
Fast Network Embedding Enhancement via High Order Proximity ApproximationCode1
SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment AnalysisCode2
Quda: Natural Language Queries for Visual Data Analytics—0
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques—0
Investigating Class-level Difficulty Factors in Multi-label Classification Problems—0
Linguistic Typology Features from Text: Inferring the Sparse Features of World Atlas of Language Structures—0
Entity Type Prediction in Knowledge Graphs using Embeddings—0
GraftNet: An Engineering Implementation of CNN for Fine-grained Multi-label Task—0
Natural language processing for achieving sustainable development: the case of neural labelling to enhance community profiling—0
Multi-label Stream Classification with Self-Organizing Maps—0
Unsupervised Person Re-identification via Multi-label Classification—0
Data Augmentation Imbalance For Imbalanced Attribute Classification—0
Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network—0
Knowledge Distillation for Mobile Edge Computation Offloading—0
Saliency-based Weighted Multi-label Linear Discriminant Analysis—0
Exemplar Auditing for Multi-Label Biomedical Text Classification—0
Adversarial Learning for Personalized Tag RecommendationCode0
Extreme Multi-label Classification from Aggregated Labels—0
A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays—0
TResNet: High Performance GPU-Dedicated ArchitectureCode1
Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm—0
Challenging the adversarial robustness of DNNs based on error-correcting output codes—0
Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN—0
Multi-label natural language processing to identify diagnosis and procedure codes from MIMIC-III inpatient notes—0
FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning TechniquesCode0
Minimal spiking neuron for solving multi-label classification tasks—0
Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels—0
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label ClassificationCode1
Optimistic bounds for multi-output prediction—0
Enzyme promiscuity prediction using hierarchy-informed multi-label classificationCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
Understanding patient complaint characteristics using contextual clinical BERT embeddings—0
Description Based Text Classification with Reinforcement Learning—0
Differentiable Forward and Backward Fixed-Point Iteration Layers—0
Multi-label Relation Modeling in Facial Action Units Detection—0
Dialogue-Based Simulation For Cultural Awareness Training—0
Beyond Classification: Whole Slide Tissue Histopathology Analysis By End-To-End Part Learning—0
BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding—0
ExEm: Expert Embedding using dominating set theory with deep learning approachesCode0
Optimistic bounds for multi-output learning—0
Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling—0
Split Learning for collaborative deep learning in healthcareCode1
Multi-Label Graph Convolutional Network Representation Learning—0
Classifier Chains: A Review and Perspectives—0
Simultaneous Identification of Tweet Purpose and Position—0
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines—0
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation—0
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification—0
On-the-fly Global Embeddings Using Random Projections for Extreme Multi-label Classification—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