SOTAVerified

Multi-Label Classification

multilabel graph classification with highest result

Papers

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Showing 726–750 of 1198 papers

TitleStatusHype
Classifying Video based on Automatic Content Detection Overview—0
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and BenchmarkCode0
IRLI: Iterative Re-partitioning for Learning to Index—0
A Relational-learning Perspective to Multi-label Chest X-ray Classification—0
HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders—0
SKILLBERT: “SKILLING” THE BERT TO CLASSIFY SKILLS!—0
Self-supervised Mean Teacher for Semi-supervised Chest X-ray ClassificationCode0
Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial AttackCode0
Stratified Sampling for Extreme Multi-Label DataCode0
Learning Graph Convolutional Networks for Multi-Label Recognition and ApplicationsCode0
Multi-label Classification via Adaptive Resonance Theory-based ClusteringCode0
COVID-19 Tweets Analysis through Transformer Language ModelsCode0
Efficient Online ML API Selection for Multi-Label Classification Tasks—0
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition—0
Evaluating Multi-label Classifiers with Noisy Labels—0
Top-k eXtreme Contextual Bandits with Arm HierarchyCode0
Comprehensive Comparative Study of Multi-Label Classification Methods—0
Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems—0
ReliefE: Feature Ranking in High-dimensional Spaces via Manifold EmbeddingsCode0
A shallow neural model for relation predictionCode0
Evaluation of Deep Learning Models for Hostility Detection in Hindi Text—0
Task Adaptive Pretraining of Transformers for Hostility Detection—0
Multi-label Ranking: Mining Multi-label and Label Ranking Data—0
Energy-based Out-of-distribution Detection for Multi-label Classification—0
Semantic Inference Network for Few-shot Streaming Label Learning—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