SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

Showing 10111020 of 1198 papers

TitleStatusHype
KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge BaseCode0
Concise and interpretable multi-label rule setsCode0
WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness DimensionsCode0
Compressed Sensing: A Discrete Optimization ApproachCode0
Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained ModelCode0
Neuro-symbolic Rule Learning in Real-world Classification TasksCode0
Knowledge Distillation from Single to Multi Labels: an Empirical StudyCode0
Knowledge-driven Active LearningCode0
Utilizing Local Hierarchy with Adversarial Training for Hierarchical Text ClassificationCode0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CFT (ensemble) Macao Polytechnic UniversityAVERAGE AUC ON 14 LABEL0.93Unverified
2Hierarchical-Learning-V1 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
3DeepAUC-v1AVERAGE AUC ON 14 LABEL0.93Unverified
4Conditional-Training-LSRAVERAGE AUC ON 14 LABEL0.93Unverified
5Hierarchical-Learning-V4 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
6YWW(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
7Hierarchical-Learning-V0 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
8Conditional-Training-LSR-V1AVERAGE AUC ON 14 LABEL0.93Unverified
9DeepCNNsGM(ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified
10Multi-Stage-Learning-CNN-V3 (ensemble)AVERAGE AUC ON 14 LABEL0.93Unverified