SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 326–350 of 1198 papers

TitleStatusHype
Transformer models as an efficient replacement for statistical test suites to evaluate the quality of random numbers—0
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification—0
Using In-Service Train Vibration for Detecting Railway Maintenance Needs—0
Learning label-label correlations in Extreme Multi-label Classification via Label Features—0
Learning Multiple Object States from Actions via Large Language Models—0
Explainable Multi-Label Classification of MBTI Types—0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning—0
Federated Learning with Only Positive Labels by Exploring Label Correlations—0
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification—0
A Complexity Map of Probabilistic Reasoning for Neurosymbolic Classification Techniques—0
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark—0
Generative Resident Separation and Multi-label Classification for Multi-person Activity Recognition—0
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation—0
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding—0
Supervised Gradual Machine Learning for Aspect Category Detection—0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Diverse and Tailored Image Generation for Zero-shot Multi-label Classification—0
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation—0
Tabular Learning: Encoding for Entity and Context Embeddings—0
Looking Beyond What You See: An Empirical Analysis on Subgroup Intersectional Fairness for Multi-label Chest X-ray Classification Using Social Determinants of Racial Health Inequities—0
Hierarchical Multi-label Classification for Fine-level Event Extraction from Aviation Accident Reports—0
Determined Multi-Label Learning via Similarity-Based Prompt—0
Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels—0
Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetryCode0
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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