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Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 251–275 of 1198 papers

TitleStatusHype
Balancing Efficiency vs. Effectiveness and Providing Missing Label Robustness in Multi-Label Stream ClassificationCode0
LawBench: Benchmarking Legal Knowledge of Large Language ModelsCode2
Weakly Supervised Semantic Segmentation by Knowledge Graph InferenceCode1
Prompt Tuned Embedding Classification for Multi-Label Industry Sector AllocationCode1
Multi-Label Takagi-Sugeno-Kang Fuzzy SystemCode0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
Automatic Bat Call Classification using Transformer Networks—0
Neural Network-Based Rule Models With Truth Tables—0
A Multi-label Classification Approach to Increase Expressivity of EMG-based Gesture Recognition—0
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning—0
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social MediaCode1
dacl1k: Real-World Bridge Damage Dataset Putting Open-Source Data to the Test—0
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation—0
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports—0
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image RecognitionCode1
Network Embedding Using Sparse Approximations of Random Walks—0
Bag of Tricks for Long-Tailed Multi-Label Classification on Chest X-Rays—0
Robust Asymmetric Loss for Multi-Label Long-Tailed LearningCode1
DOST -- Domain Obedient Self-supervised Training for Multi Label Classification with Noisy Labels—0
Multi-Label Self-Supervised Learning with Scene Images—0
A Symbolic Character-Aware Model for Solving Geometry ProblemsCode1
Towards Imbalanced Large Scale Multi-label Classification with Partially Annotated Labels—0
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning—0
DeepGATGO: A Hierarchical Pretraining-Based Graph-Attention Model for Automatic Protein Function Prediction—0
Extreme Multi-Label Skill Extraction Training using Large Language Models—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