SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 751–800 of 1198 papers

TitleStatusHype
Diabetic Retinopathy Grading System Based on Transfer Learning—0
Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image ClassificationCode0
End-to-End Speaker Diarization as Post-Processing—0
Ensemble model for pre-discharge icd10 coding prediction—0
Collaborative residual learners for automatic icd10 prediction using prescribed medications—0
Tensor Composition Net for Visual Relationship Prediction—0
Deformable Gabor Feature Networks for Biomedical Image Classification—0
Multi-Label Contrastive Learning for Abstract Visual ReasoningCode0
Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism ClassificationCode0
Topic Modelling Brazilian Supreme Court LawsuitsCode0
The Emerging Trends of Multi-Label Learning—0
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data—0
Deep Networks for Direction-of-Arrival Estimation in Low SNR—0
Multi-label classification: do Hamming loss and subset accuracy really conflict with each other?Code0
Multi-Label Classification Using Link PredictionCode0
Deep tree-ensembles for multi-output prediction—0
A Flexible Class of Dependence-aware Multi-Label Loss Functions—0
NLP-PINGAN-TECH @ CL-SciSumm 2020—0
Comparison of Machine Learning Methods for Multi-label Classification of Nursing Education and Licensure Exam Questions—0
Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity Measures—0
Efficient Robust Optimal Transport with Application to Multi-Label ClassificationCode0
Auxiliary Task Reweighting for Minimum-data Learning—0
Few-shot Learning for Multi-label Intent Detection—0
A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS)—0
Multi-label classification of promotions in digital leaflets using textual and visual information—0
Orthogonal Multi-view Analysis by Successive Approximations via Eigenvectors—0
Konwledge-Enabled Diagnosis Assistant Based on Obstetric EMRs and Knowledge Graph—0
Learning from eXtreme Bandit Feedback—0
On Data Augmentation for Extreme Multi-label Classification—0
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue SystemsCode0
Compact Learning for Multi-Label Classification—0
Convex Calibrated Surrogates for the Multi-Label F-Measure—0
Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies—0
Semi-Supervised Active Learning for COVID-19 Lung Ultrasound Multi-symptom Classification—0
SOLAR: Sparse Orthogonal Learned and Random Embeddings—0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
EmoGraph: Capturing Emotion Correlations using Graph Networks—0
Instance-Aware Graph Convolutional Network for Multi-Label Classification—0
Positive semidefinite support vector regression metric learning—0
SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning—0
Predicting Event Time by Classifying Sub-Level Temporal Relations Induced from a Unified Representation of Time Anchors—0
Deep Multi Query Image RetrievalCode0
Feature Ranking for Semi-supervised Learning—0
DINE: A Framework for Deep Incomplete Network Embedding—0
Latent Topic-aware Multi-Label Classification—0
Multi-label Zero-shot Classification by Learning to Transfer from External Knowledge—0
Oblique Predictive Clustering TreesCode0
Zero-Shot Recognition through Image-Guided Semantic Classification—0
Evolving Multi-label Classification Rules by Exploiting High-order Label Correlation—0
Multi-label Contrastive Predictive Coding—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